SimpleML
v0.5
SimpleML
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A
AbstractDataset (class in simpleml.datasets.base_dataset)
AbstractDatasetMixin (class in simpleml.datasets.abstract_mixin)
AbstractMetric (class in simpleml.metrics.base_metric)
AbstractModel (class in simpleml.models.base_model)
AbstractPipeline (class in simpleml.pipelines.base_pipeline)
accuracy (simpleml.metrics.classification.BinaryClassificationMetric attribute)
AccuracyMetric (class in simpleml.metrics.classification)
add_dataset() (simpleml.pipelines.base_pipeline.AbstractPipeline method)
add_model() (simpleml.metrics.base_metric.AbstractMetric method)
add_pipeline() (simpleml.datasets.base_dataset.AbstractDataset method)
(simpleml.models.base_model.AbstractModel method)
add_transformer() (simpleml.pipelines.base_pipeline.AbstractPipeline method)
(simpleml.pipelines.external_pipelines.DefaultPipeline method)
(simpleml.pipelines.external_pipelines.SklearnPipeline method)
alembic_config (simpleml.utils.initialization.Database attribute)
AllSaveMixin (class in simpleml.persistables.saving)
assert_dataset() (simpleml.pipelines.base_pipeline.AbstractPipeline method)
assert_fitted() (simpleml.models.base_model.AbstractModel method)
(simpleml.pipelines.base_pipeline.AbstractPipeline method)
assert_pipeline() (simpleml.models.base_model.AbstractModel method)
author (simpleml.datasets.base_dataset.Dataset attribute)
(simpleml.datasets.NumpyDataset attribute)
(simpleml.datasets.PandasDataset attribute)
(simpleml.metrics.base_metric.Metric attribute)
(simpleml.metrics.classification.AccuracyMetric attribute)
(simpleml.metrics.classification.BinaryClassificationMetric attribute)
(simpleml.metrics.classification.ClassificationMetric attribute)
(simpleml.metrics.classification.F1ScoreMetric attribute)
(simpleml.metrics.classification.FdrAccuracyMetric attribute)
(simpleml.metrics.classification.FdrF1ScoreMetric attribute)
(simpleml.metrics.classification.FdrFnrMetric attribute)
(simpleml.metrics.classification.FdrForMetric attribute)
(simpleml.metrics.classification.FdrFprMetric attribute)
(simpleml.metrics.classification.FdrInformednessMetric attribute)
(simpleml.metrics.classification.FdrMarkednessMetric attribute)
(simpleml.metrics.classification.FdrMccMetric attribute)
(simpleml.metrics.classification.FdrNpvMetric attribute)
(simpleml.metrics.classification.FdrPpvMetric attribute)
(simpleml.metrics.classification.FdrPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.FdrPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.FdrThresholdMetric attribute)
(simpleml.metrics.classification.FdrTnrMetric attribute)
(simpleml.metrics.classification.FdrTprMetric attribute)
(simpleml.metrics.classification.FnrAccuracyMetric attribute)
(simpleml.metrics.classification.FnrF1ScoreMetric attribute)
(simpleml.metrics.classification.FnrFdrMetric attribute)
(simpleml.metrics.classification.FnrForMetric attribute)
(simpleml.metrics.classification.FnrFprMetric attribute)
(simpleml.metrics.classification.FnrInformednessMetric attribute)
(simpleml.metrics.classification.FnrMarkednessMetric attribute)
(simpleml.metrics.classification.FnrMccMetric attribute)
(simpleml.metrics.classification.FnrNpvMetric attribute)
(simpleml.metrics.classification.FnrPpvMetric attribute)
(simpleml.metrics.classification.FnrPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.FnrPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.FnrThresholdMetric attribute)
(simpleml.metrics.classification.FnrTnrMetric attribute)
(simpleml.metrics.classification.FnrTprMetric attribute)
(simpleml.metrics.classification.ForAccuracyMetric attribute)
(simpleml.metrics.classification.ForF1ScoreMetric attribute)
(simpleml.metrics.classification.ForFdrMetric attribute)
(simpleml.metrics.classification.ForFnrMetric attribute)
(simpleml.metrics.classification.ForFprMetric attribute)
(simpleml.metrics.classification.ForInformednessMetric attribute)
(simpleml.metrics.classification.ForMarkednessMetric attribute)
(simpleml.metrics.classification.ForMccMetric attribute)
(simpleml.metrics.classification.ForNpvMetric attribute)
(simpleml.metrics.classification.ForPpvMetric attribute)
(simpleml.metrics.classification.ForPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.ForPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.ForThresholdMetric attribute)
(simpleml.metrics.classification.ForTnrMetric attribute)
(simpleml.metrics.classification.ForTprMetric attribute)
(simpleml.metrics.classification.FprAccuracyMetric attribute)
(simpleml.metrics.classification.FprF1ScoreMetric attribute)
(simpleml.metrics.classification.FprFdrMetric attribute)
(simpleml.metrics.classification.FprFnrMetric attribute)
(simpleml.metrics.classification.FprForMetric attribute)
(simpleml.metrics.classification.FprInformednessMetric attribute)
(simpleml.metrics.classification.FprMarkednessMetric attribute)
(simpleml.metrics.classification.FprMccMetric attribute)
(simpleml.metrics.classification.FprMetric attribute)
(simpleml.metrics.classification.FprNpvMetric attribute)
(simpleml.metrics.classification.FprPpvMetric attribute)
(simpleml.metrics.classification.FprPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.FprPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.FprThresholdMetric attribute)
(simpleml.metrics.classification.FprTnrMetric attribute)
(simpleml.metrics.classification.FprTprMetric attribute)
(simpleml.metrics.classification.NpvAccuracyMetric attribute)
(simpleml.metrics.classification.NpvF1ScoreMetric attribute)
(simpleml.metrics.classification.NpvFdrMetric attribute)
(simpleml.metrics.classification.NpvFnrMetric attribute)
(simpleml.metrics.classification.NpvForMetric attribute)
(simpleml.metrics.classification.NpvFprMetric attribute)
(simpleml.metrics.classification.NpvInformednessMetric attribute)
(simpleml.metrics.classification.NpvMarkednessMetric attribute)
(simpleml.metrics.classification.NpvMccMetric attribute)
(simpleml.metrics.classification.NpvPpvMetric attribute)
(simpleml.metrics.classification.NpvPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.NpvPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.NpvThresholdMetric attribute)
(simpleml.metrics.classification.NpvTnrMetric attribute)
(simpleml.metrics.classification.NpvTprMetric attribute)
(simpleml.metrics.classification.PpvAccuracyMetric attribute)
(simpleml.metrics.classification.PpvF1ScoreMetric attribute)
(simpleml.metrics.classification.PpvFdrMetric attribute)
(simpleml.metrics.classification.PpvFnrMetric attribute)
(simpleml.metrics.classification.PpvForMetric attribute)
(simpleml.metrics.classification.PpvFprMetric attribute)
(simpleml.metrics.classification.PpvInformednessMetric attribute)
(simpleml.metrics.classification.PpvMarkednessMetric attribute)
(simpleml.metrics.classification.PpvMccMetric attribute)
(simpleml.metrics.classification.PpvNpvMetric attribute)
(simpleml.metrics.classification.PpvPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.PpvPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.PpvThresholdMetric attribute)
(simpleml.metrics.classification.PpvTnrMetric attribute)
(simpleml.metrics.classification.PpvTprMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateAccuracyMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateF1ScoreMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateFdrMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateFnrMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateForMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateFprMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateInformednessMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateMarkednessMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateMccMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateNpvMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRatePpvMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRatePredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateThresholdMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateTnrMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateTprMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateAccuracyMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateF1ScoreMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateFdrMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateFnrMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateForMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateFprMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateInformednessMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateMarkednessMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateMccMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateNpvMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRatePpvMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRatePredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateThresholdMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateTnrMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateTprMetric attribute)
(simpleml.metrics.classification.RocAucMetric attribute)
(simpleml.metrics.classification.ThresholdAccuracyMetric attribute)
(simpleml.metrics.classification.ThresholdF1ScoreMetric attribute)
(simpleml.metrics.classification.ThresholdFdrMetric attribute)
(simpleml.metrics.classification.ThresholdFnrMetric attribute)
(simpleml.metrics.classification.ThresholdForMetric attribute)
(simpleml.metrics.classification.ThresholdFprMetric attribute)
(simpleml.metrics.classification.ThresholdInformednessMetric attribute)
(simpleml.metrics.classification.ThresholdMarkednessMetric attribute)
(simpleml.metrics.classification.ThresholdMccMetric attribute)
(simpleml.metrics.classification.ThresholdNpvMetric attribute)
(simpleml.metrics.classification.ThresholdPpvMetric attribute)
(simpleml.metrics.classification.ThresholdPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.ThresholdPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.ThresholdTnrMetric attribute)
(simpleml.metrics.classification.ThresholdTprMetric attribute)
(simpleml.metrics.classification.TnrAccuracyMetric attribute)
(simpleml.metrics.classification.TnrF1ScoreMetric attribute)
(simpleml.metrics.classification.TnrFdrMetric attribute)
(simpleml.metrics.classification.TnrFnrMetric attribute)
(simpleml.metrics.classification.TnrForMetric attribute)
(simpleml.metrics.classification.TnrFprMetric attribute)
(simpleml.metrics.classification.TnrInformednessMetric attribute)
(simpleml.metrics.classification.TnrMarkednessMetric attribute)
(simpleml.metrics.classification.TnrMccMetric attribute)
(simpleml.metrics.classification.TnrNpvMetric attribute)
(simpleml.metrics.classification.TnrPpvMetric attribute)
(simpleml.metrics.classification.TnrPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.TnrPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.TnrThresholdMetric attribute)
(simpleml.metrics.classification.TnrTprMetric attribute)
(simpleml.metrics.classification.TprAccuracyMetric attribute)
(simpleml.metrics.classification.TprF1ScoreMetric attribute)
(simpleml.metrics.classification.TprFdrMetric attribute)
(simpleml.metrics.classification.TprFnrMetric attribute)
(simpleml.metrics.classification.TprForMetric attribute)
(simpleml.metrics.classification.TprFprMetric attribute)
(simpleml.metrics.classification.TprInformednessMetric attribute)
(simpleml.metrics.classification.TprMarkednessMetric attribute)
(simpleml.metrics.classification.TprMccMetric attribute)
(simpleml.metrics.classification.TprMetric attribute)
(simpleml.metrics.classification.TprNpvMetric attribute)
(simpleml.metrics.classification.TprPpvMetric attribute)
(simpleml.metrics.classification.TprPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.TprPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.TprThresholdMetric attribute)
(simpleml.metrics.classification.TprTnrMetric attribute)
(simpleml.models.base_keras_model.KerasModel attribute)
(simpleml.models.base_model.Model attribute)
(simpleml.models.base_sklearn_model.SklearnModel attribute)
(simpleml.models.classifiers.keras.base_keras_classifier.KerasClassifier attribute)
(simpleml.models.classifiers.keras.model.KerasModelClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasEncoderDecoderClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasSeq2SeqClassifier attribute)
(simpleml.models.classifiers.keras.sequential.KerasSequentialClassifier attribute)
(simpleml.models.classifiers.sklearn.base_sklearn_classifier.SklearnClassifier attribute)
(simpleml.models.classifiers.sklearn.dummy.SklearnDummyClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnAdaBoostClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnBaggingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnExtraTreesClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnGradientBoostingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnRandomForestClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnVotingClassifier attribute)
(simpleml.models.classifiers.sklearn.gaussian_process.SklearnGaussianProcessClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegression attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegressionCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnPerceptron attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifierCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnSGDClassifier attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnBayesianGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsOneClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsRestClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOutputCodeClassifier attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnClassifierChain attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnMultiOutputClassifier attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnBernoulliNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnGaussianNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnMultinomialNB attribute)
(simpleml.models.classifiers.sklearn.neighbors.SklearnKNeighborsClassifier attribute)
(simpleml.models.classifiers.sklearn.neural_network.SklearnMLPClassifier attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnLinearSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnNuSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnSVC attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnDecisionTreeClassifier attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnExtraTreeClassifier attribute)
(simpleml.persistables.base_persistable.Persistable attribute)
(simpleml.pipelines.ChronologicalSplitGeneratorPipeline attribute)
(simpleml.pipelines.ChronologicalSplitPipeline attribute)
(simpleml.pipelines.ExplicitSplitGeneratorPipeline attribute)
(simpleml.pipelines.ExplicitSplitPipeline attribute)
(simpleml.pipelines.NoSplitGeneratorPipeline attribute)
(simpleml.pipelines.NoSplitPipeline attribute)
(simpleml.pipelines.RandomSplitGeneratorPipeline attribute)
(simpleml.pipelines.RandomSplitPipeline attribute)
(simpleml.pipelines.base_pipeline.GeneratorPipeline attribute)
(simpleml.pipelines.base_pipeline.Pipeline attribute)
B
BaseSQLAlchemy (class in simpleml.persistables.base_sqlalchemy)
binary_blob (simpleml.persistables.binary_blob.BinaryBlob attribute)
BinaryBlob (class in simpleml.persistables.binary_blob)
BinaryClassificationMetric (class in simpleml.metrics.classification)
build_dataframe() (simpleml.datasets.base_dataset.AbstractDataset method)
(simpleml.datasets.NumpyDataset method)
(simpleml.datasets.PandasDataset method)
build_inference_network() (simpleml.models.classifiers.keras.seq2seq.KerasSeq2SeqClassifier method)
build_network() (simpleml.models.base_keras_model.KerasModel method)
C
check_for_models() (simpleml.models.classifiers.keras.seq2seq.KerasEncoderDecoderClassifier method)
(simpleml.models.classifiers.keras.seq2seq.KerasSeq2SeqClassifier method)
ChronologicalSplitGeneratorPipeline (class in simpleml.pipelines)
ChronologicalSplitMixin (class in simpleml.pipelines.validation_split_mixins)
ChronologicalSplitPipeline (class in simpleml.pipelines)
ClassificationExternalModelMixin (class in simpleml.models.classifiers.external_models)
ClassificationMetric (class in simpleml.metrics.classification)
ClassificationMixin (class in simpleml.models.classifiers.classification_mixin)
concatenate_dataframes() (simpleml.datasets.pandas_mixin.PandasDatasetMixin method)
config (simpleml.persistables.base_persistable.Persistable attribute)
confusion_matrix (simpleml.metrics.classification.BinaryClassificationMetric attribute)
create() (simpleml.utils.training.create_persistable.DatasetCreator class method)
(simpleml.utils.training.create_persistable.MetricCreator class method)
(simpleml.utils.training.create_persistable.ModelCreator class method)
(simpleml.utils.training.create_persistable.PersistableCreator method)
(simpleml.utils.training.create_persistable.PipelineCreator class method)
create_confusion_matrix() (simpleml.metrics.classification.BinaryClassificationMetric method)
create_database() (in module simpleml.utils.postgres)
create_tables() (simpleml.utils.initialization.Database method)
create_user() (in module simpleml.utils.postgres)
created_timestamp (simpleml.datasets.base_dataset.Dataset attribute)
(simpleml.datasets.NumpyDataset attribute)
(simpleml.datasets.PandasDataset attribute)
(simpleml.metrics.base_metric.Metric attribute)
(simpleml.metrics.classification.AccuracyMetric attribute)
(simpleml.metrics.classification.BinaryClassificationMetric attribute)
(simpleml.metrics.classification.ClassificationMetric attribute)
(simpleml.metrics.classification.F1ScoreMetric attribute)
(simpleml.metrics.classification.FdrAccuracyMetric attribute)
(simpleml.metrics.classification.FdrF1ScoreMetric attribute)
(simpleml.metrics.classification.FdrFnrMetric attribute)
(simpleml.metrics.classification.FdrForMetric attribute)
(simpleml.metrics.classification.FdrFprMetric attribute)
(simpleml.metrics.classification.FdrInformednessMetric attribute)
(simpleml.metrics.classification.FdrMarkednessMetric attribute)
(simpleml.metrics.classification.FdrMccMetric attribute)
(simpleml.metrics.classification.FdrNpvMetric attribute)
(simpleml.metrics.classification.FdrPpvMetric attribute)
(simpleml.metrics.classification.FdrPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.FdrPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.FdrThresholdMetric attribute)
(simpleml.metrics.classification.FdrTnrMetric attribute)
(simpleml.metrics.classification.FdrTprMetric attribute)
(simpleml.metrics.classification.FnrAccuracyMetric attribute)
(simpleml.metrics.classification.FnrF1ScoreMetric attribute)
(simpleml.metrics.classification.FnrFdrMetric attribute)
(simpleml.metrics.classification.FnrForMetric attribute)
(simpleml.metrics.classification.FnrFprMetric attribute)
(simpleml.metrics.classification.FnrInformednessMetric attribute)
(simpleml.metrics.classification.FnrMarkednessMetric attribute)
(simpleml.metrics.classification.FnrMccMetric attribute)
(simpleml.metrics.classification.FnrNpvMetric attribute)
(simpleml.metrics.classification.FnrPpvMetric attribute)
(simpleml.metrics.classification.FnrPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.FnrPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.FnrThresholdMetric attribute)
(simpleml.metrics.classification.FnrTnrMetric attribute)
(simpleml.metrics.classification.FnrTprMetric attribute)
(simpleml.metrics.classification.ForAccuracyMetric attribute)
(simpleml.metrics.classification.ForF1ScoreMetric attribute)
(simpleml.metrics.classification.ForFdrMetric attribute)
(simpleml.metrics.classification.ForFnrMetric attribute)
(simpleml.metrics.classification.ForFprMetric attribute)
(simpleml.metrics.classification.ForInformednessMetric attribute)
(simpleml.metrics.classification.ForMarkednessMetric attribute)
(simpleml.metrics.classification.ForMccMetric attribute)
(simpleml.metrics.classification.ForNpvMetric attribute)
(simpleml.metrics.classification.ForPpvMetric attribute)
(simpleml.metrics.classification.ForPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.ForPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.ForThresholdMetric attribute)
(simpleml.metrics.classification.ForTnrMetric attribute)
(simpleml.metrics.classification.ForTprMetric attribute)
(simpleml.metrics.classification.FprAccuracyMetric attribute)
(simpleml.metrics.classification.FprF1ScoreMetric attribute)
(simpleml.metrics.classification.FprFdrMetric attribute)
(simpleml.metrics.classification.FprFnrMetric attribute)
(simpleml.metrics.classification.FprForMetric attribute)
(simpleml.metrics.classification.FprInformednessMetric attribute)
(simpleml.metrics.classification.FprMarkednessMetric attribute)
(simpleml.metrics.classification.FprMccMetric attribute)
(simpleml.metrics.classification.FprMetric attribute)
(simpleml.metrics.classification.FprNpvMetric attribute)
(simpleml.metrics.classification.FprPpvMetric attribute)
(simpleml.metrics.classification.FprPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.FprPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.FprThresholdMetric attribute)
(simpleml.metrics.classification.FprTnrMetric attribute)
(simpleml.metrics.classification.FprTprMetric attribute)
(simpleml.metrics.classification.NpvAccuracyMetric attribute)
(simpleml.metrics.classification.NpvF1ScoreMetric attribute)
(simpleml.metrics.classification.NpvFdrMetric attribute)
(simpleml.metrics.classification.NpvFnrMetric attribute)
(simpleml.metrics.classification.NpvForMetric attribute)
(simpleml.metrics.classification.NpvFprMetric attribute)
(simpleml.metrics.classification.NpvInformednessMetric attribute)
(simpleml.metrics.classification.NpvMarkednessMetric attribute)
(simpleml.metrics.classification.NpvMccMetric attribute)
(simpleml.metrics.classification.NpvPpvMetric attribute)
(simpleml.metrics.classification.NpvPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.NpvPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.NpvThresholdMetric attribute)
(simpleml.metrics.classification.NpvTnrMetric attribute)
(simpleml.metrics.classification.NpvTprMetric attribute)
(simpleml.metrics.classification.PpvAccuracyMetric attribute)
(simpleml.metrics.classification.PpvF1ScoreMetric attribute)
(simpleml.metrics.classification.PpvFdrMetric attribute)
(simpleml.metrics.classification.PpvFnrMetric attribute)
(simpleml.metrics.classification.PpvForMetric attribute)
(simpleml.metrics.classification.PpvFprMetric attribute)
(simpleml.metrics.classification.PpvInformednessMetric attribute)
(simpleml.metrics.classification.PpvMarkednessMetric attribute)
(simpleml.metrics.classification.PpvMccMetric attribute)
(simpleml.metrics.classification.PpvNpvMetric attribute)
(simpleml.metrics.classification.PpvPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.PpvPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.PpvThresholdMetric attribute)
(simpleml.metrics.classification.PpvTnrMetric attribute)
(simpleml.metrics.classification.PpvTprMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateAccuracyMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateF1ScoreMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateFdrMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateFnrMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateForMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateFprMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateInformednessMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateMarkednessMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateMccMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateNpvMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRatePpvMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRatePredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateThresholdMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateTnrMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateTprMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateAccuracyMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateF1ScoreMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateFdrMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateFnrMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateForMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateFprMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateInformednessMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateMarkednessMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateMccMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateNpvMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRatePpvMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRatePredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateThresholdMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateTnrMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateTprMetric attribute)
(simpleml.metrics.classification.RocAucMetric attribute)
(simpleml.metrics.classification.ThresholdAccuracyMetric attribute)
(simpleml.metrics.classification.ThresholdF1ScoreMetric attribute)
(simpleml.metrics.classification.ThresholdFdrMetric attribute)
(simpleml.metrics.classification.ThresholdFnrMetric attribute)
(simpleml.metrics.classification.ThresholdForMetric attribute)
(simpleml.metrics.classification.ThresholdFprMetric attribute)
(simpleml.metrics.classification.ThresholdInformednessMetric attribute)
(simpleml.metrics.classification.ThresholdMarkednessMetric attribute)
(simpleml.metrics.classification.ThresholdMccMetric attribute)
(simpleml.metrics.classification.ThresholdNpvMetric attribute)
(simpleml.metrics.classification.ThresholdPpvMetric attribute)
(simpleml.metrics.classification.ThresholdPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.ThresholdPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.ThresholdTnrMetric attribute)
(simpleml.metrics.classification.ThresholdTprMetric attribute)
(simpleml.metrics.classification.TnrAccuracyMetric attribute)
(simpleml.metrics.classification.TnrF1ScoreMetric attribute)
(simpleml.metrics.classification.TnrFdrMetric attribute)
(simpleml.metrics.classification.TnrFnrMetric attribute)
(simpleml.metrics.classification.TnrForMetric attribute)
(simpleml.metrics.classification.TnrFprMetric attribute)
(simpleml.metrics.classification.TnrInformednessMetric attribute)
(simpleml.metrics.classification.TnrMarkednessMetric attribute)
(simpleml.metrics.classification.TnrMccMetric attribute)
(simpleml.metrics.classification.TnrNpvMetric attribute)
(simpleml.metrics.classification.TnrPpvMetric attribute)
(simpleml.metrics.classification.TnrPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.TnrPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.TnrThresholdMetric attribute)
(simpleml.metrics.classification.TnrTprMetric attribute)
(simpleml.metrics.classification.TprAccuracyMetric attribute)
(simpleml.metrics.classification.TprF1ScoreMetric attribute)
(simpleml.metrics.classification.TprFdrMetric attribute)
(simpleml.metrics.classification.TprFnrMetric attribute)
(simpleml.metrics.classification.TprForMetric attribute)
(simpleml.metrics.classification.TprFprMetric attribute)
(simpleml.metrics.classification.TprInformednessMetric attribute)
(simpleml.metrics.classification.TprMarkednessMetric attribute)
(simpleml.metrics.classification.TprMccMetric attribute)
(simpleml.metrics.classification.TprMetric attribute)
(simpleml.metrics.classification.TprNpvMetric attribute)
(simpleml.metrics.classification.TprPpvMetric attribute)
(simpleml.metrics.classification.TprPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.TprPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.TprThresholdMetric attribute)
(simpleml.metrics.classification.TprTnrMetric attribute)
(simpleml.models.base_keras_model.KerasModel attribute)
(simpleml.models.base_model.Model attribute)
(simpleml.models.base_sklearn_model.SklearnModel attribute)
(simpleml.models.classifiers.keras.base_keras_classifier.KerasClassifier attribute)
(simpleml.models.classifiers.keras.model.KerasModelClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasEncoderDecoderClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasSeq2SeqClassifier attribute)
(simpleml.models.classifiers.keras.sequential.KerasSequentialClassifier attribute)
(simpleml.models.classifiers.sklearn.base_sklearn_classifier.SklearnClassifier attribute)
(simpleml.models.classifiers.sklearn.dummy.SklearnDummyClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnAdaBoostClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnBaggingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnExtraTreesClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnGradientBoostingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnRandomForestClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnVotingClassifier attribute)
(simpleml.models.classifiers.sklearn.gaussian_process.SklearnGaussianProcessClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegression attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegressionCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnPerceptron attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifierCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnSGDClassifier attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnBayesianGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsOneClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsRestClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOutputCodeClassifier attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnClassifierChain attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnMultiOutputClassifier attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnBernoulliNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnGaussianNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnMultinomialNB attribute)
(simpleml.models.classifiers.sklearn.neighbors.SklearnKNeighborsClassifier attribute)
(simpleml.models.classifiers.sklearn.neural_network.SklearnMLPClassifier attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnLinearSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnNuSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnSVC attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnDecisionTreeClassifier attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnExtraTreeClassifier attribute)
(simpleml.persistables.base_sqlalchemy.BaseSQLAlchemy attribute)
(simpleml.persistables.binary_blob.BinaryBlob attribute)
(simpleml.pipelines.ChronologicalSplitGeneratorPipeline attribute)
(simpleml.pipelines.ChronologicalSplitPipeline attribute)
(simpleml.pipelines.ExplicitSplitGeneratorPipeline attribute)
(simpleml.pipelines.ExplicitSplitPipeline attribute)
(simpleml.pipelines.NoSplitGeneratorPipeline attribute)
(simpleml.pipelines.NoSplitPipeline attribute)
(simpleml.pipelines.RandomSplitGeneratorPipeline attribute)
(simpleml.pipelines.RandomSplitPipeline attribute)
(simpleml.pipelines.base_pipeline.GeneratorPipeline attribute)
(simpleml.pipelines.base_pipeline.Pipeline attribute)
custom_dumps() (in module simpleml.persistables.serializing)
custom_hasher() (simpleml.persistables.hashing.CustomHasherMixin method)
custom_loads() (in module simpleml.persistables.serializing)
CustomHasherMixin (class in simpleml.persistables.hashing)
D
Database (class in simpleml.utils.initialization)
DatabasePickleSaveMixin (class in simpleml.persistables.saving)
dataframe (simpleml.datasets.base_dataset.AbstractDataset attribute)
DataframeTableSaveMixin (class in simpleml.persistables.saving)
Dataset (class in simpleml.datasets.base_dataset)
dataset (simpleml.pipelines.base_pipeline.GeneratorPipeline attribute)
(simpleml.pipelines.ChronologicalSplitGeneratorPipeline attribute)
(simpleml.pipelines.ChronologicalSplitPipeline attribute)
(simpleml.pipelines.ExplicitSplitGeneratorPipeline attribute)
(simpleml.pipelines.ExplicitSplitPipeline attribute)
(simpleml.pipelines.NoSplitGeneratorPipeline attribute)
(simpleml.pipelines.NoSplitPipeline attribute)
(simpleml.pipelines.RandomSplitGeneratorPipeline attribute)
(simpleml.pipelines.RandomSplitPipeline attribute)
(simpleml.pipelines.base_pipeline.Pipeline attribute)
dataset_id (simpleml.pipelines.base_pipeline.GeneratorPipeline attribute)
(simpleml.pipelines.ChronologicalSplitGeneratorPipeline attribute)
(simpleml.pipelines.ChronologicalSplitPipeline attribute)
(simpleml.pipelines.ExplicitSplitGeneratorPipeline attribute)
(simpleml.pipelines.ExplicitSplitPipeline attribute)
(simpleml.pipelines.NoSplitGeneratorPipeline attribute)
(simpleml.pipelines.NoSplitPipeline attribute)
(simpleml.pipelines.RandomSplitGeneratorPipeline attribute)
(simpleml.pipelines.RandomSplitPipeline attribute)
(simpleml.pipelines.base_pipeline.Pipeline attribute)
DatasetCreator (class in simpleml.utils.training.create_persistable)
DatasetError
DatasetRegistry (class in simpleml.persistables.meta_registry)
DatasetStorage (class in simpleml.persistables.dataset_storage)
decode() (simpleml.models.classifiers.keras.seq2seq.KerasEncoderDecoderClassifier method)
dedupe_curve() (simpleml.metrics.classification.BinaryClassificationMetric static method)
default() (simpleml.persistables.serializing.JSONSerializer method)
DefaultPipeline (class in simpleml.pipelines.external_pipelines)
determine_filters() (simpleml.utils.training.create_persistable.DatasetCreator class method)
(simpleml.utils.training.create_persistable.MetricCreator class method)
(simpleml.utils.training.create_persistable.ModelCreator class method)
(simpleml.utils.training.create_persistable.PersistableCreator method)
(simpleml.utils.training.create_persistable.PipelineCreator class method)
df_to_sql() (simpleml.persistables.saving.DataframeTableSaveMixin static method)
DiskHDF5SaveMixin (class in simpleml.persistables.saving)
DiskPickleSaveMixin (class in simpleml.persistables.saving)
dispatch (simpleml.persistables.hashing.Hasher attribute)
downgrade() (simpleml.utils.initialization.Database method)
drop_database() (in module simpleml.utils.postgres)
drop_user() (in module simpleml.utils.postgres)
E
encode() (simpleml.models.classifiers.keras.seq2seq.KerasEncoderDecoderClassifier method)
engine (simpleml.utils.initialization.Database attribute)
ExplicitSplitGeneratorPipeline (class in simpleml.pipelines)
ExplicitSplitMixin (class in simpleml.pipelines.validation_split_mixins)
ExplicitSplitPipeline (class in simpleml.pipelines)
external_model (simpleml.models.base_model.AbstractModel attribute)
external_pipeline (simpleml.pipelines.base_pipeline.AbstractPipeline attribute)
ExternalModelMixin (class in simpleml.models.external_models)
ExternalSaveMixin (class in simpleml.persistables.saving)
F
f1 (simpleml.metrics.classification.BinaryClassificationMetric attribute)
F1ScoreMetric (class in simpleml.metrics.classification)
false_discovery_rate (simpleml.metrics.classification.BinaryClassificationMetric attribute)
false_negative_rate (simpleml.metrics.classification.BinaryClassificationMetric attribute)
false_omission_rate (simpleml.metrics.classification.BinaryClassificationMetric attribute)
false_positive_rate (simpleml.metrics.classification.BinaryClassificationMetric attribute)
FdrAccuracyMetric (class in simpleml.metrics.classification)
FdrF1ScoreMetric (class in simpleml.metrics.classification)
FdrFnrMetric (class in simpleml.metrics.classification)
FdrForMetric (class in simpleml.metrics.classification)
FdrFprMetric (class in simpleml.metrics.classification)
FdrInformednessMetric (class in simpleml.metrics.classification)
FdrMarkednessMetric (class in simpleml.metrics.classification)
FdrMccMetric (class in simpleml.metrics.classification)
FdrNpvMetric (class in simpleml.metrics.classification)
FdrPpvMetric (class in simpleml.metrics.classification)
FdrPredictedNegativeRateMetric (class in simpleml.metrics.classification)
FdrPredictedPositiveRateMetric (class in simpleml.metrics.classification)
FdrThresholdMetric (class in simpleml.metrics.classification)
FdrTnrMetric (class in simpleml.metrics.classification)
FdrTprMetric (class in simpleml.metrics.classification)
feature_metadata (simpleml.models.base_keras_model.KerasModel attribute)
(simpleml.models.base_model.AbstractModel attribute)
(simpleml.models.base_model.Model attribute)
(simpleml.models.base_sklearn_model.SklearnModel attribute)
(simpleml.models.classifiers.keras.base_keras_classifier.KerasClassifier attribute)
(simpleml.models.classifiers.keras.model.KerasModelClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasEncoderDecoderClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasSeq2SeqClassifier attribute)
(simpleml.models.classifiers.keras.sequential.KerasSequentialClassifier attribute)
(simpleml.models.classifiers.sklearn.base_sklearn_classifier.SklearnClassifier attribute)
(simpleml.models.classifiers.sklearn.dummy.SklearnDummyClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnAdaBoostClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnBaggingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnExtraTreesClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnGradientBoostingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnRandomForestClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnVotingClassifier attribute)
(simpleml.models.classifiers.sklearn.gaussian_process.SklearnGaussianProcessClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegression attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegressionCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnPerceptron attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifierCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnSGDClassifier attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnBayesianGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsOneClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsRestClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOutputCodeClassifier attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnClassifierChain attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnMultiOutputClassifier attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnBernoulliNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnGaussianNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnMultinomialNB attribute)
(simpleml.models.classifiers.sklearn.neighbors.SklearnKNeighborsClassifier attribute)
(simpleml.models.classifiers.sklearn.neural_network.SklearnMLPClassifier attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnLinearSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnNuSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnSVC attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnDecisionTreeClassifier attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnExtraTreeClassifier attribute)
filepaths (simpleml.datasets.base_dataset.Dataset attribute)
(simpleml.datasets.NumpyDataset attribute)
(simpleml.datasets.PandasDataset attribute)
(simpleml.metrics.base_metric.Metric attribute)
(simpleml.metrics.classification.AccuracyMetric attribute)
(simpleml.metrics.classification.BinaryClassificationMetric attribute)
(simpleml.metrics.classification.ClassificationMetric attribute)
(simpleml.metrics.classification.F1ScoreMetric attribute)
(simpleml.metrics.classification.FdrAccuracyMetric attribute)
(simpleml.metrics.classification.FdrF1ScoreMetric attribute)
(simpleml.metrics.classification.FdrFnrMetric attribute)
(simpleml.metrics.classification.FdrForMetric attribute)
(simpleml.metrics.classification.FdrFprMetric attribute)
(simpleml.metrics.classification.FdrInformednessMetric attribute)
(simpleml.metrics.classification.FdrMarkednessMetric attribute)
(simpleml.metrics.classification.FdrMccMetric attribute)
(simpleml.metrics.classification.FdrNpvMetric attribute)
(simpleml.metrics.classification.FdrPpvMetric attribute)
(simpleml.metrics.classification.FdrPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.FdrPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.FdrThresholdMetric attribute)
(simpleml.metrics.classification.FdrTnrMetric attribute)
(simpleml.metrics.classification.FdrTprMetric attribute)
(simpleml.metrics.classification.FnrAccuracyMetric attribute)
(simpleml.metrics.classification.FnrF1ScoreMetric attribute)
(simpleml.metrics.classification.FnrFdrMetric attribute)
(simpleml.metrics.classification.FnrForMetric attribute)
(simpleml.metrics.classification.FnrFprMetric attribute)
(simpleml.metrics.classification.FnrInformednessMetric attribute)
(simpleml.metrics.classification.FnrMarkednessMetric attribute)
(simpleml.metrics.classification.FnrMccMetric attribute)
(simpleml.metrics.classification.FnrNpvMetric attribute)
(simpleml.metrics.classification.FnrPpvMetric attribute)
(simpleml.metrics.classification.FnrPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.FnrPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.FnrThresholdMetric attribute)
(simpleml.metrics.classification.FnrTnrMetric attribute)
(simpleml.metrics.classification.FnrTprMetric attribute)
(simpleml.metrics.classification.ForAccuracyMetric attribute)
(simpleml.metrics.classification.ForF1ScoreMetric attribute)
(simpleml.metrics.classification.ForFdrMetric attribute)
(simpleml.metrics.classification.ForFnrMetric attribute)
(simpleml.metrics.classification.ForFprMetric attribute)
(simpleml.metrics.classification.ForInformednessMetric attribute)
(simpleml.metrics.classification.ForMarkednessMetric attribute)
(simpleml.metrics.classification.ForMccMetric attribute)
(simpleml.metrics.classification.ForNpvMetric attribute)
(simpleml.metrics.classification.ForPpvMetric attribute)
(simpleml.metrics.classification.ForPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.ForPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.ForThresholdMetric attribute)
(simpleml.metrics.classification.ForTnrMetric attribute)
(simpleml.metrics.classification.ForTprMetric attribute)
(simpleml.metrics.classification.FprAccuracyMetric attribute)
(simpleml.metrics.classification.FprF1ScoreMetric attribute)
(simpleml.metrics.classification.FprFdrMetric attribute)
(simpleml.metrics.classification.FprFnrMetric attribute)
(simpleml.metrics.classification.FprForMetric attribute)
(simpleml.metrics.classification.FprInformednessMetric attribute)
(simpleml.metrics.classification.FprMarkednessMetric attribute)
(simpleml.metrics.classification.FprMccMetric attribute)
(simpleml.metrics.classification.FprMetric attribute)
(simpleml.metrics.classification.FprNpvMetric attribute)
(simpleml.metrics.classification.FprPpvMetric attribute)
(simpleml.metrics.classification.FprPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.FprPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.FprThresholdMetric attribute)
(simpleml.metrics.classification.FprTnrMetric attribute)
(simpleml.metrics.classification.FprTprMetric attribute)
(simpleml.metrics.classification.NpvAccuracyMetric attribute)
(simpleml.metrics.classification.NpvF1ScoreMetric attribute)
(simpleml.metrics.classification.NpvFdrMetric attribute)
(simpleml.metrics.classification.NpvFnrMetric attribute)
(simpleml.metrics.classification.NpvForMetric attribute)
(simpleml.metrics.classification.NpvFprMetric attribute)
(simpleml.metrics.classification.NpvInformednessMetric attribute)
(simpleml.metrics.classification.NpvMarkednessMetric attribute)
(simpleml.metrics.classification.NpvMccMetric attribute)
(simpleml.metrics.classification.NpvPpvMetric attribute)
(simpleml.metrics.classification.NpvPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.NpvPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.NpvThresholdMetric attribute)
(simpleml.metrics.classification.NpvTnrMetric attribute)
(simpleml.metrics.classification.NpvTprMetric attribute)
(simpleml.metrics.classification.PpvAccuracyMetric attribute)
(simpleml.metrics.classification.PpvF1ScoreMetric attribute)
(simpleml.metrics.classification.PpvFdrMetric attribute)
(simpleml.metrics.classification.PpvFnrMetric attribute)
(simpleml.metrics.classification.PpvForMetric attribute)
(simpleml.metrics.classification.PpvFprMetric attribute)
(simpleml.metrics.classification.PpvInformednessMetric attribute)
(simpleml.metrics.classification.PpvMarkednessMetric attribute)
(simpleml.metrics.classification.PpvMccMetric attribute)
(simpleml.metrics.classification.PpvNpvMetric attribute)
(simpleml.metrics.classification.PpvPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.PpvPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.PpvThresholdMetric attribute)
(simpleml.metrics.classification.PpvTnrMetric attribute)
(simpleml.metrics.classification.PpvTprMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateAccuracyMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateF1ScoreMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateFdrMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateFnrMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateForMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateFprMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateInformednessMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateMarkednessMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateMccMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateNpvMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRatePpvMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRatePredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateThresholdMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateTnrMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateTprMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateAccuracyMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateF1ScoreMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateFdrMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateFnrMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateForMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateFprMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateInformednessMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateMarkednessMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateMccMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateNpvMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRatePpvMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRatePredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateThresholdMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateTnrMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateTprMetric attribute)
(simpleml.metrics.classification.RocAucMetric attribute)
(simpleml.metrics.classification.ThresholdAccuracyMetric attribute)
(simpleml.metrics.classification.ThresholdF1ScoreMetric attribute)
(simpleml.metrics.classification.ThresholdFdrMetric attribute)
(simpleml.metrics.classification.ThresholdFnrMetric attribute)
(simpleml.metrics.classification.ThresholdForMetric attribute)
(simpleml.metrics.classification.ThresholdFprMetric attribute)
(simpleml.metrics.classification.ThresholdInformednessMetric attribute)
(simpleml.metrics.classification.ThresholdMarkednessMetric attribute)
(simpleml.metrics.classification.ThresholdMccMetric attribute)
(simpleml.metrics.classification.ThresholdNpvMetric attribute)
(simpleml.metrics.classification.ThresholdPpvMetric attribute)
(simpleml.metrics.classification.ThresholdPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.ThresholdPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.ThresholdTnrMetric attribute)
(simpleml.metrics.classification.ThresholdTprMetric attribute)
(simpleml.metrics.classification.TnrAccuracyMetric attribute)
(simpleml.metrics.classification.TnrF1ScoreMetric attribute)
(simpleml.metrics.classification.TnrFdrMetric attribute)
(simpleml.metrics.classification.TnrFnrMetric attribute)
(simpleml.metrics.classification.TnrForMetric attribute)
(simpleml.metrics.classification.TnrFprMetric attribute)
(simpleml.metrics.classification.TnrInformednessMetric attribute)
(simpleml.metrics.classification.TnrMarkednessMetric attribute)
(simpleml.metrics.classification.TnrMccMetric attribute)
(simpleml.metrics.classification.TnrNpvMetric attribute)
(simpleml.metrics.classification.TnrPpvMetric attribute)
(simpleml.metrics.classification.TnrPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.TnrPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.TnrThresholdMetric attribute)
(simpleml.metrics.classification.TnrTprMetric attribute)
(simpleml.metrics.classification.TprAccuracyMetric attribute)
(simpleml.metrics.classification.TprF1ScoreMetric attribute)
(simpleml.metrics.classification.TprFdrMetric attribute)
(simpleml.metrics.classification.TprFnrMetric attribute)
(simpleml.metrics.classification.TprForMetric attribute)
(simpleml.metrics.classification.TprFprMetric attribute)
(simpleml.metrics.classification.TprInformednessMetric attribute)
(simpleml.metrics.classification.TprMarkednessMetric attribute)
(simpleml.metrics.classification.TprMccMetric attribute)
(simpleml.metrics.classification.TprMetric attribute)
(simpleml.metrics.classification.TprNpvMetric attribute)
(simpleml.metrics.classification.TprPpvMetric attribute)
(simpleml.metrics.classification.TprPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.TprPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.TprThresholdMetric attribute)
(simpleml.metrics.classification.TprTnrMetric attribute)
(simpleml.models.base_keras_model.KerasModel attribute)
(simpleml.models.base_model.Model attribute)
(simpleml.models.base_sklearn_model.SklearnModel attribute)
(simpleml.models.classifiers.keras.base_keras_classifier.KerasClassifier attribute)
(simpleml.models.classifiers.keras.model.KerasModelClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasEncoderDecoderClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasSeq2SeqClassifier attribute)
(simpleml.models.classifiers.keras.sequential.KerasSequentialClassifier attribute)
(simpleml.models.classifiers.sklearn.base_sklearn_classifier.SklearnClassifier attribute)
(simpleml.models.classifiers.sklearn.dummy.SklearnDummyClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnAdaBoostClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnBaggingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnExtraTreesClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnGradientBoostingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnRandomForestClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnVotingClassifier attribute)
(simpleml.models.classifiers.sklearn.gaussian_process.SklearnGaussianProcessClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegression attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegressionCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnPerceptron attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifierCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnSGDClassifier attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnBayesianGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsOneClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsRestClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOutputCodeClassifier attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnClassifierChain attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnMultiOutputClassifier attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnBernoulliNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnGaussianNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnMultinomialNB attribute)
(simpleml.models.classifiers.sklearn.neighbors.SklearnKNeighborsClassifier attribute)
(simpleml.models.classifiers.sklearn.neural_network.SklearnMLPClassifier attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnLinearSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnNuSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnSVC attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnDecisionTreeClassifier attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnExtraTreeClassifier attribute)
(simpleml.persistables.base_persistable.Persistable attribute)
(simpleml.pipelines.ChronologicalSplitGeneratorPipeline attribute)
(simpleml.pipelines.ChronologicalSplitPipeline attribute)
(simpleml.pipelines.ExplicitSplitGeneratorPipeline attribute)
(simpleml.pipelines.ExplicitSplitPipeline attribute)
(simpleml.pipelines.NoSplitGeneratorPipeline attribute)
(simpleml.pipelines.NoSplitPipeline attribute)
(simpleml.pipelines.RandomSplitGeneratorPipeline attribute)
(simpleml.pipelines.RandomSplitPipeline attribute)
(simpleml.pipelines.base_pipeline.GeneratorPipeline attribute)
(simpleml.pipelines.base_pipeline.Pipeline attribute)
filter() (simpleml.persistables.base_sqlalchemy.BaseSQLAlchemy class method)
fit() (simpleml.models.base_model.AbstractModel method)
(simpleml.models.external_models.ExternalModelMixin method)
(simpleml.pipelines.base_pipeline.AbstractPipeline method)
(simpleml.pipelines.base_pipeline.GeneratorPipeline method)
(simpleml.pipelines.external_pipelines.DefaultPipeline method)
(simpleml.transformers.base_transformer.TransformerMixin method)
fit_predict() (simpleml.models.base_model.AbstractModel method)
fit_transform() (simpleml.pipelines.base_pipeline.AbstractPipeline method)
(simpleml.pipelines.external_pipelines.DefaultPipeline method)
fitted (simpleml.models.base_model.AbstractModel attribute)
(simpleml.pipelines.base_pipeline.AbstractPipeline attribute)
FnrAccuracyMetric (class in simpleml.metrics.classification)
FnrF1ScoreMetric (class in simpleml.metrics.classification)
FnrFdrMetric (class in simpleml.metrics.classification)
FnrForMetric (class in simpleml.metrics.classification)
FnrFprMetric (class in simpleml.metrics.classification)
FnrInformednessMetric (class in simpleml.metrics.classification)
FnrMarkednessMetric (class in simpleml.metrics.classification)
FnrMccMetric (class in simpleml.metrics.classification)
FnrNpvMetric (class in simpleml.metrics.classification)
FnrPpvMetric (class in simpleml.metrics.classification)
FnrPredictedNegativeRateMetric (class in simpleml.metrics.classification)
FnrPredictedPositiveRateMetric (class in simpleml.metrics.classification)
FnrThresholdMetric (class in simpleml.metrics.classification)
FnrTnrMetric (class in simpleml.metrics.classification)
FnrTprMetric (class in simpleml.metrics.classification)
ForAccuracyMetric (class in simpleml.metrics.classification)
ForF1ScoreMetric (class in simpleml.metrics.classification)
ForFdrMetric (class in simpleml.metrics.classification)
ForFnrMetric (class in simpleml.metrics.classification)
ForFprMetric (class in simpleml.metrics.classification)
ForInformednessMetric (class in simpleml.metrics.classification)
ForMarkednessMetric (class in simpleml.metrics.classification)
ForMccMetric (class in simpleml.metrics.classification)
ForNpvMetric (class in simpleml.metrics.classification)
ForPpvMetric (class in simpleml.metrics.classification)
ForPredictedNegativeRateMetric (class in simpleml.metrics.classification)
ForPredictedPositiveRateMetric (class in simpleml.metrics.classification)
ForThresholdMetric (class in simpleml.metrics.classification)
ForTnrMetric (class in simpleml.metrics.classification)
ForTprMetric (class in simpleml.metrics.classification)
FprAccuracyMetric (class in simpleml.metrics.classification)
FprF1ScoreMetric (class in simpleml.metrics.classification)
FprFdrMetric (class in simpleml.metrics.classification)
FprFnrMetric (class in simpleml.metrics.classification)
FprForMetric (class in simpleml.metrics.classification)
FprInformednessMetric (class in simpleml.metrics.classification)
FprMarkednessMetric (class in simpleml.metrics.classification)
FprMccMetric (class in simpleml.metrics.classification)
FprMetric (class in simpleml.metrics.classification)
FprNpvMetric (class in simpleml.metrics.classification)
FprPpvMetric (class in simpleml.metrics.classification)
FprPredictedNegativeRateMetric (class in simpleml.metrics.classification)
FprPredictedPositiveRateMetric (class in simpleml.metrics.classification)
FprThresholdMetric (class in simpleml.metrics.classification)
FprTnrMetric (class in simpleml.metrics.classification)
FprTprMetric (class in simpleml.metrics.classification)
G
GeneratorPipeline (class in simpleml.pipelines.base_pipeline)
get() (simpleml.datasets.abstract_mixin.AbstractDatasetMixin method)
(simpleml.datasets.numpy_mixin.NumpyDatasetMixin method)
(simpleml.datasets.pandas_mixin.PandasDatasetMixin method)
(simpleml.persistables.meta_registry.Registry method)
(simpleml.transformers.base_transformer.Transformer method)
get_dataset_split() (simpleml.pipelines.base_pipeline.AbstractPipeline method)
(simpleml.pipelines.base_pipeline.GeneratorPipeline method)
get_feature_metadata() (simpleml.models.base_model.AbstractModel method)
(simpleml.models.classifiers.sklearn.dummy.WrappedSklearnDummyClassifier method)
(simpleml.models.classifiers.sklearn.ensemble.WrappedSklearnAdaBoostClassifier method)
(simpleml.models.classifiers.sklearn.ensemble.WrappedSklearnBaggingClassifier method)
(simpleml.models.classifiers.sklearn.ensemble.WrappedSklearnExtraTreesClassifier method)
(simpleml.models.classifiers.sklearn.ensemble.WrappedSklearnGradientBoostingClassifier method)
(simpleml.models.classifiers.sklearn.ensemble.WrappedSklearnRandomForestClassifier method)
(simpleml.models.classifiers.sklearn.ensemble.WrappedSklearnVotingClassifier method)
(simpleml.models.classifiers.sklearn.gaussian_process.WrappedSklearnGaussianProcessClassifier method)
(simpleml.models.classifiers.sklearn.linear_model.WrappedSklearnLogisticRegression method)
(simpleml.models.classifiers.sklearn.linear_model.WrappedSklearnLogisticRegressionCV method)
(simpleml.models.classifiers.sklearn.linear_model.WrappedSklearnPerceptron method)
(simpleml.models.classifiers.sklearn.linear_model.WrappedSklearnRidgeClassifier method)
(simpleml.models.classifiers.sklearn.linear_model.WrappedSklearnRidgeClassifierCV method)
(simpleml.models.classifiers.sklearn.linear_model.WrappedSklearnSGDClassifier method)
(simpleml.models.classifiers.sklearn.mixture.WrappedSklearnBayesianGaussianMixture method)
(simpleml.models.classifiers.sklearn.mixture.WrappedSklearnGaussianMixture method)
(simpleml.models.classifiers.sklearn.multiclass.WrappedSklearnOneVsOneClassifier method)
(simpleml.models.classifiers.sklearn.multiclass.WrappedSklearnOneVsRestClassifier method)
(simpleml.models.classifiers.sklearn.multiclass.WrappedSklearnOutputCodeClassifier method)
(simpleml.models.classifiers.sklearn.multioutput.WrappedSklearnClassifierChain method)
(simpleml.models.classifiers.sklearn.multioutput.WrappedSklearnMultiOutputClassifier method)
(simpleml.models.classifiers.sklearn.naive_bayes.WrappedSklearnBernoulliNB method)
(simpleml.models.classifiers.sklearn.naive_bayes.WrappedSklearnGaussianNB method)
(simpleml.models.classifiers.sklearn.naive_bayes.WrappedSklearnMultinomialNB method)
(simpleml.models.classifiers.sklearn.neighbors.WrappedSklearnKNeighborsClassifier method)
(simpleml.models.classifiers.sklearn.neural_network.WrappedSklearnMLPClassifier method)
(simpleml.models.classifiers.sklearn.svm.WrappedSklearnLinearSVC method)
(simpleml.models.classifiers.sklearn.svm.WrappedSklearnNuSVC method)
(simpleml.models.classifiers.sklearn.svm.WrappedSklearnSVC method)
(simpleml.models.classifiers.sklearn.tree.WrappedSklearnDecisionTreeClassifier method)
(simpleml.models.classifiers.sklearn.tree.WrappedSklearnExtraTreeClassifier method)
(simpleml.models.external_models.ExternalModelMixin method)
get_feature_names() (simpleml.datasets.abstract_mixin.AbstractDatasetMixin method)
(simpleml.datasets.numpy_mixin.NumpyDatasetMixin method)
(simpleml.datasets.pandas_mixin.PandasDatasetMixin method)
(simpleml.pipelines.base_pipeline.AbstractPipeline method)
(simpleml.pipelines.external_pipelines.DefaultPipeline method)
(simpleml.pipelines.external_pipelines.SklearnPipeline method)
(simpleml.transformers.base_transformer.TransformerMixin method)
get_from_registry() (simpleml.persistables.meta_registry.Registry method)
get_labels() (simpleml.models.base_model.AbstractModel method)
get_params() (simpleml.models.base_keras_model.KerasModel method)
(simpleml.models.base_model.AbstractModel method)
(simpleml.models.external_models.ExternalModelMixin method)
(simpleml.pipelines.base_pipeline.AbstractPipeline method)
(simpleml.pipelines.external_pipelines.DefaultPipeline method)
(simpleml.transformers.base_transformer.Transformer method)
(simpleml.transformers.base_transformer.TransformerMixin method)
get_transformers() (simpleml.pipelines.base_pipeline.AbstractPipeline method)
(simpleml.pipelines.external_pipelines.DefaultPipeline method)
(simpleml.pipelines.external_pipelines.SklearnPipeline method)
GUID (class in simpleml.persistables.guid)
H
has_external_files (simpleml.datasets.base_dataset.Dataset attribute)
(simpleml.datasets.NumpyDataset attribute)
(simpleml.datasets.PandasDataset attribute)
(simpleml.metrics.base_metric.Metric attribute)
(simpleml.metrics.classification.AccuracyMetric attribute)
(simpleml.metrics.classification.BinaryClassificationMetric attribute)
(simpleml.metrics.classification.ClassificationMetric attribute)
(simpleml.metrics.classification.F1ScoreMetric attribute)
(simpleml.metrics.classification.FdrAccuracyMetric attribute)
(simpleml.metrics.classification.FdrF1ScoreMetric attribute)
(simpleml.metrics.classification.FdrFnrMetric attribute)
(simpleml.metrics.classification.FdrForMetric attribute)
(simpleml.metrics.classification.FdrFprMetric attribute)
(simpleml.metrics.classification.FdrInformednessMetric attribute)
(simpleml.metrics.classification.FdrMarkednessMetric attribute)
(simpleml.metrics.classification.FdrMccMetric attribute)
(simpleml.metrics.classification.FdrNpvMetric attribute)
(simpleml.metrics.classification.FdrPpvMetric attribute)
(simpleml.metrics.classification.FdrPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.FdrPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.FdrThresholdMetric attribute)
(simpleml.metrics.classification.FdrTnrMetric attribute)
(simpleml.metrics.classification.FdrTprMetric attribute)
(simpleml.metrics.classification.FnrAccuracyMetric attribute)
(simpleml.metrics.classification.FnrF1ScoreMetric attribute)
(simpleml.metrics.classification.FnrFdrMetric attribute)
(simpleml.metrics.classification.FnrForMetric attribute)
(simpleml.metrics.classification.FnrFprMetric attribute)
(simpleml.metrics.classification.FnrInformednessMetric attribute)
(simpleml.metrics.classification.FnrMarkednessMetric attribute)
(simpleml.metrics.classification.FnrMccMetric attribute)
(simpleml.metrics.classification.FnrNpvMetric attribute)
(simpleml.metrics.classification.FnrPpvMetric attribute)
(simpleml.metrics.classification.FnrPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.FnrPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.FnrThresholdMetric attribute)
(simpleml.metrics.classification.FnrTnrMetric attribute)
(simpleml.metrics.classification.FnrTprMetric attribute)
(simpleml.metrics.classification.ForAccuracyMetric attribute)
(simpleml.metrics.classification.ForF1ScoreMetric attribute)
(simpleml.metrics.classification.ForFdrMetric attribute)
(simpleml.metrics.classification.ForFnrMetric attribute)
(simpleml.metrics.classification.ForFprMetric attribute)
(simpleml.metrics.classification.ForInformednessMetric attribute)
(simpleml.metrics.classification.ForMarkednessMetric attribute)
(simpleml.metrics.classification.ForMccMetric attribute)
(simpleml.metrics.classification.ForNpvMetric attribute)
(simpleml.metrics.classification.ForPpvMetric attribute)
(simpleml.metrics.classification.ForPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.ForPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.ForThresholdMetric attribute)
(simpleml.metrics.classification.ForTnrMetric attribute)
(simpleml.metrics.classification.ForTprMetric attribute)
(simpleml.metrics.classification.FprAccuracyMetric attribute)
(simpleml.metrics.classification.FprF1ScoreMetric attribute)
(simpleml.metrics.classification.FprFdrMetric attribute)
(simpleml.metrics.classification.FprFnrMetric attribute)
(simpleml.metrics.classification.FprForMetric attribute)
(simpleml.metrics.classification.FprInformednessMetric attribute)
(simpleml.metrics.classification.FprMarkednessMetric attribute)
(simpleml.metrics.classification.FprMccMetric attribute)
(simpleml.metrics.classification.FprMetric attribute)
(simpleml.metrics.classification.FprNpvMetric attribute)
(simpleml.metrics.classification.FprPpvMetric attribute)
(simpleml.metrics.classification.FprPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.FprPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.FprThresholdMetric attribute)
(simpleml.metrics.classification.FprTnrMetric attribute)
(simpleml.metrics.classification.FprTprMetric attribute)
(simpleml.metrics.classification.NpvAccuracyMetric attribute)
(simpleml.metrics.classification.NpvF1ScoreMetric attribute)
(simpleml.metrics.classification.NpvFdrMetric attribute)
(simpleml.metrics.classification.NpvFnrMetric attribute)
(simpleml.metrics.classification.NpvForMetric attribute)
(simpleml.metrics.classification.NpvFprMetric attribute)
(simpleml.metrics.classification.NpvInformednessMetric attribute)
(simpleml.metrics.classification.NpvMarkednessMetric attribute)
(simpleml.metrics.classification.NpvMccMetric attribute)
(simpleml.metrics.classification.NpvPpvMetric attribute)
(simpleml.metrics.classification.NpvPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.NpvPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.NpvThresholdMetric attribute)
(simpleml.metrics.classification.NpvTnrMetric attribute)
(simpleml.metrics.classification.NpvTprMetric attribute)
(simpleml.metrics.classification.PpvAccuracyMetric attribute)
(simpleml.metrics.classification.PpvF1ScoreMetric attribute)
(simpleml.metrics.classification.PpvFdrMetric attribute)
(simpleml.metrics.classification.PpvFnrMetric attribute)
(simpleml.metrics.classification.PpvForMetric attribute)
(simpleml.metrics.classification.PpvFprMetric attribute)
(simpleml.metrics.classification.PpvInformednessMetric attribute)
(simpleml.metrics.classification.PpvMarkednessMetric attribute)
(simpleml.metrics.classification.PpvMccMetric attribute)
(simpleml.metrics.classification.PpvNpvMetric attribute)
(simpleml.metrics.classification.PpvPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.PpvPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.PpvThresholdMetric attribute)
(simpleml.metrics.classification.PpvTnrMetric attribute)
(simpleml.metrics.classification.PpvTprMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateAccuracyMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateF1ScoreMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateFdrMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateFnrMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateForMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateFprMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateInformednessMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateMarkednessMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateMccMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateNpvMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRatePpvMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRatePredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateThresholdMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateTnrMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateTprMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateAccuracyMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateF1ScoreMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateFdrMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateFnrMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateForMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateFprMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateInformednessMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateMarkednessMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateMccMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateNpvMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRatePpvMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRatePredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateThresholdMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateTnrMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateTprMetric attribute)
(simpleml.metrics.classification.RocAucMetric attribute)
(simpleml.metrics.classification.ThresholdAccuracyMetric attribute)
(simpleml.metrics.classification.ThresholdF1ScoreMetric attribute)
(simpleml.metrics.classification.ThresholdFdrMetric attribute)
(simpleml.metrics.classification.ThresholdFnrMetric attribute)
(simpleml.metrics.classification.ThresholdForMetric attribute)
(simpleml.metrics.classification.ThresholdFprMetric attribute)
(simpleml.metrics.classification.ThresholdInformednessMetric attribute)
(simpleml.metrics.classification.ThresholdMarkednessMetric attribute)
(simpleml.metrics.classification.ThresholdMccMetric attribute)
(simpleml.metrics.classification.ThresholdNpvMetric attribute)
(simpleml.metrics.classification.ThresholdPpvMetric attribute)
(simpleml.metrics.classification.ThresholdPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.ThresholdPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.ThresholdTnrMetric attribute)
(simpleml.metrics.classification.ThresholdTprMetric attribute)
(simpleml.metrics.classification.TnrAccuracyMetric attribute)
(simpleml.metrics.classification.TnrF1ScoreMetric attribute)
(simpleml.metrics.classification.TnrFdrMetric attribute)
(simpleml.metrics.classification.TnrFnrMetric attribute)
(simpleml.metrics.classification.TnrForMetric attribute)
(simpleml.metrics.classification.TnrFprMetric attribute)
(simpleml.metrics.classification.TnrInformednessMetric attribute)
(simpleml.metrics.classification.TnrMarkednessMetric attribute)
(simpleml.metrics.classification.TnrMccMetric attribute)
(simpleml.metrics.classification.TnrNpvMetric attribute)
(simpleml.metrics.classification.TnrPpvMetric attribute)
(simpleml.metrics.classification.TnrPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.TnrPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.TnrThresholdMetric attribute)
(simpleml.metrics.classification.TnrTprMetric attribute)
(simpleml.metrics.classification.TprAccuracyMetric attribute)
(simpleml.metrics.classification.TprF1ScoreMetric attribute)
(simpleml.metrics.classification.TprFdrMetric attribute)
(simpleml.metrics.classification.TprFnrMetric attribute)
(simpleml.metrics.classification.TprForMetric attribute)
(simpleml.metrics.classification.TprFprMetric attribute)
(simpleml.metrics.classification.TprInformednessMetric attribute)
(simpleml.metrics.classification.TprMarkednessMetric attribute)
(simpleml.metrics.classification.TprMccMetric attribute)
(simpleml.metrics.classification.TprMetric attribute)
(simpleml.metrics.classification.TprNpvMetric attribute)
(simpleml.metrics.classification.TprPpvMetric attribute)
(simpleml.metrics.classification.TprPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.TprPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.TprThresholdMetric attribute)
(simpleml.metrics.classification.TprTnrMetric attribute)
(simpleml.models.base_keras_model.KerasModel attribute)
(simpleml.models.base_model.Model attribute)
(simpleml.models.base_sklearn_model.SklearnModel attribute)
(simpleml.models.classifiers.keras.base_keras_classifier.KerasClassifier attribute)
(simpleml.models.classifiers.keras.model.KerasModelClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasEncoderDecoderClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasSeq2SeqClassifier attribute)
(simpleml.models.classifiers.keras.sequential.KerasSequentialClassifier attribute)
(simpleml.models.classifiers.sklearn.base_sklearn_classifier.SklearnClassifier attribute)
(simpleml.models.classifiers.sklearn.dummy.SklearnDummyClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnAdaBoostClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnBaggingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnExtraTreesClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnGradientBoostingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnRandomForestClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnVotingClassifier attribute)
(simpleml.models.classifiers.sklearn.gaussian_process.SklearnGaussianProcessClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegression attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegressionCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnPerceptron attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifierCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnSGDClassifier attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnBayesianGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsOneClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsRestClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOutputCodeClassifier attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnClassifierChain attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnMultiOutputClassifier attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnBernoulliNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnGaussianNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnMultinomialNB attribute)
(simpleml.models.classifiers.sklearn.neighbors.SklearnKNeighborsClassifier attribute)
(simpleml.models.classifiers.sklearn.neural_network.SklearnMLPClassifier attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnLinearSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnNuSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnSVC attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnDecisionTreeClassifier attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnExtraTreeClassifier attribute)
(simpleml.persistables.base_persistable.Persistable attribute)
(simpleml.pipelines.ChronologicalSplitGeneratorPipeline attribute)
(simpleml.pipelines.ChronologicalSplitPipeline attribute)
(simpleml.pipelines.ExplicitSplitGeneratorPipeline attribute)
(simpleml.pipelines.ExplicitSplitPipeline attribute)
(simpleml.pipelines.NoSplitGeneratorPipeline attribute)
(simpleml.pipelines.NoSplitPipeline attribute)
(simpleml.pipelines.RandomSplitGeneratorPipeline attribute)
(simpleml.pipelines.RandomSplitPipeline attribute)
(simpleml.pipelines.base_pipeline.GeneratorPipeline attribute)
(simpleml.pipelines.base_pipeline.Pipeline attribute)
hash() (in module simpleml.persistables.hashing)
(simpleml.persistables.hashing.Hasher method)
hash_ (simpleml.datasets.base_dataset.Dataset attribute)
(simpleml.datasets.NumpyDataset attribute)
(simpleml.datasets.PandasDataset attribute)
(simpleml.metrics.base_metric.Metric attribute)
(simpleml.metrics.classification.AccuracyMetric attribute)
(simpleml.metrics.classification.BinaryClassificationMetric attribute)
(simpleml.metrics.classification.ClassificationMetric attribute)
(simpleml.metrics.classification.F1ScoreMetric attribute)
(simpleml.metrics.classification.FdrAccuracyMetric attribute)
(simpleml.metrics.classification.FdrF1ScoreMetric attribute)
(simpleml.metrics.classification.FdrFnrMetric attribute)
(simpleml.metrics.classification.FdrForMetric attribute)
(simpleml.metrics.classification.FdrFprMetric attribute)
(simpleml.metrics.classification.FdrInformednessMetric attribute)
(simpleml.metrics.classification.FdrMarkednessMetric attribute)
(simpleml.metrics.classification.FdrMccMetric attribute)
(simpleml.metrics.classification.FdrNpvMetric attribute)
(simpleml.metrics.classification.FdrPpvMetric attribute)
(simpleml.metrics.classification.FdrPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.FdrPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.FdrThresholdMetric attribute)
(simpleml.metrics.classification.FdrTnrMetric attribute)
(simpleml.metrics.classification.FdrTprMetric attribute)
(simpleml.metrics.classification.FnrAccuracyMetric attribute)
(simpleml.metrics.classification.FnrF1ScoreMetric attribute)
(simpleml.metrics.classification.FnrFdrMetric attribute)
(simpleml.metrics.classification.FnrForMetric attribute)
(simpleml.metrics.classification.FnrFprMetric attribute)
(simpleml.metrics.classification.FnrInformednessMetric attribute)
(simpleml.metrics.classification.FnrMarkednessMetric attribute)
(simpleml.metrics.classification.FnrMccMetric attribute)
(simpleml.metrics.classification.FnrNpvMetric attribute)
(simpleml.metrics.classification.FnrPpvMetric attribute)
(simpleml.metrics.classification.FnrPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.FnrPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.FnrThresholdMetric attribute)
(simpleml.metrics.classification.FnrTnrMetric attribute)
(simpleml.metrics.classification.FnrTprMetric attribute)
(simpleml.metrics.classification.ForAccuracyMetric attribute)
(simpleml.metrics.classification.ForF1ScoreMetric attribute)
(simpleml.metrics.classification.ForFdrMetric attribute)
(simpleml.metrics.classification.ForFnrMetric attribute)
(simpleml.metrics.classification.ForFprMetric attribute)
(simpleml.metrics.classification.ForInformednessMetric attribute)
(simpleml.metrics.classification.ForMarkednessMetric attribute)
(simpleml.metrics.classification.ForMccMetric attribute)
(simpleml.metrics.classification.ForNpvMetric attribute)
(simpleml.metrics.classification.ForPpvMetric attribute)
(simpleml.metrics.classification.ForPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.ForPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.ForThresholdMetric attribute)
(simpleml.metrics.classification.ForTnrMetric attribute)
(simpleml.metrics.classification.ForTprMetric attribute)
(simpleml.metrics.classification.FprAccuracyMetric attribute)
(simpleml.metrics.classification.FprF1ScoreMetric attribute)
(simpleml.metrics.classification.FprFdrMetric attribute)
(simpleml.metrics.classification.FprFnrMetric attribute)
(simpleml.metrics.classification.FprForMetric attribute)
(simpleml.metrics.classification.FprInformednessMetric attribute)
(simpleml.metrics.classification.FprMarkednessMetric attribute)
(simpleml.metrics.classification.FprMccMetric attribute)
(simpleml.metrics.classification.FprMetric attribute)
(simpleml.metrics.classification.FprNpvMetric attribute)
(simpleml.metrics.classification.FprPpvMetric attribute)
(simpleml.metrics.classification.FprPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.FprPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.FprThresholdMetric attribute)
(simpleml.metrics.classification.FprTnrMetric attribute)
(simpleml.metrics.classification.FprTprMetric attribute)
(simpleml.metrics.classification.NpvAccuracyMetric attribute)
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(simpleml.metrics.classification.PpvMarkednessMetric attribute)
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(simpleml.metrics.classification.PredictedNegativeRateF1ScoreMetric attribute)
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(simpleml.metrics.classification.RocAucMetric attribute)
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(simpleml.metrics.classification.ThresholdFnrMetric attribute)
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(simpleml.metrics.classification.ThresholdMarkednessMetric attribute)
(simpleml.metrics.classification.ThresholdMccMetric attribute)
(simpleml.metrics.classification.ThresholdNpvMetric attribute)
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(simpleml.metrics.classification.ThresholdTnrMetric attribute)
(simpleml.metrics.classification.ThresholdTprMetric attribute)
(simpleml.metrics.classification.TnrAccuracyMetric attribute)
(simpleml.metrics.classification.TnrF1ScoreMetric attribute)
(simpleml.metrics.classification.TnrFdrMetric attribute)
(simpleml.metrics.classification.TnrFnrMetric attribute)
(simpleml.metrics.classification.TnrForMetric attribute)
(simpleml.metrics.classification.TnrFprMetric attribute)
(simpleml.metrics.classification.TnrInformednessMetric attribute)
(simpleml.metrics.classification.TnrMarkednessMetric attribute)
(simpleml.metrics.classification.TnrMccMetric attribute)
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(simpleml.metrics.classification.TnrTprMetric attribute)
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(simpleml.metrics.classification.TprF1ScoreMetric attribute)
(simpleml.metrics.classification.TprFdrMetric attribute)
(simpleml.metrics.classification.TprFnrMetric attribute)
(simpleml.metrics.classification.TprForMetric attribute)
(simpleml.metrics.classification.TprFprMetric attribute)
(simpleml.metrics.classification.TprInformednessMetric attribute)
(simpleml.metrics.classification.TprMarkednessMetric attribute)
(simpleml.metrics.classification.TprMccMetric attribute)
(simpleml.metrics.classification.TprMetric attribute)
(simpleml.metrics.classification.TprNpvMetric attribute)
(simpleml.metrics.classification.TprPpvMetric attribute)
(simpleml.metrics.classification.TprPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.TprPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.TprThresholdMetric attribute)
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(simpleml.models.base_keras_model.KerasModel attribute)
(simpleml.models.base_model.Model attribute)
(simpleml.models.base_sklearn_model.SklearnModel attribute)
(simpleml.models.classifiers.keras.base_keras_classifier.KerasClassifier attribute)
(simpleml.models.classifiers.keras.model.KerasModelClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasEncoderDecoderClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasSeq2SeqClassifier attribute)
(simpleml.models.classifiers.keras.sequential.KerasSequentialClassifier attribute)
(simpleml.models.classifiers.sklearn.base_sklearn_classifier.SklearnClassifier attribute)
(simpleml.models.classifiers.sklearn.dummy.SklearnDummyClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnAdaBoostClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnBaggingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnExtraTreesClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnGradientBoostingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnRandomForestClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnVotingClassifier attribute)
(simpleml.models.classifiers.sklearn.gaussian_process.SklearnGaussianProcessClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegression attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegressionCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnPerceptron attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifierCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnSGDClassifier attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnBayesianGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsOneClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsRestClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOutputCodeClassifier attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnClassifierChain attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnMultiOutputClassifier attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnBernoulliNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnGaussianNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnMultinomialNB attribute)
(simpleml.models.classifiers.sklearn.neighbors.SklearnKNeighborsClassifier attribute)
(simpleml.models.classifiers.sklearn.neural_network.SklearnMLPClassifier attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnLinearSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnNuSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnSVC attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnDecisionTreeClassifier attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnExtraTreeClassifier attribute)
(simpleml.persistables.base_persistable.Persistable attribute)
(simpleml.pipelines.ChronologicalSplitGeneratorPipeline attribute)
(simpleml.pipelines.ChronologicalSplitPipeline attribute)
(simpleml.pipelines.ExplicitSplitGeneratorPipeline attribute)
(simpleml.pipelines.ExplicitSplitPipeline attribute)
(simpleml.pipelines.NoSplitGeneratorPipeline attribute)
(simpleml.pipelines.NoSplitPipeline attribute)
(simpleml.pipelines.RandomSplitGeneratorPipeline attribute)
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(simpleml.pipelines.base_pipeline.GeneratorPipeline attribute)
(simpleml.pipelines.base_pipeline.Pipeline attribute)
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I
id (simpleml.datasets.base_dataset.Dataset attribute)
(simpleml.datasets.NumpyDataset attribute)
(simpleml.datasets.PandasDataset attribute)
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(simpleml.metrics.classification.FnrF1ScoreMetric attribute)
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(simpleml.metrics.classification.FnrNpvMetric attribute)
(simpleml.metrics.classification.FnrPpvMetric attribute)
(simpleml.metrics.classification.FnrPredictedNegativeRateMetric attribute)
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(simpleml.metrics.classification.FnrTprMetric attribute)
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(simpleml.metrics.classification.ForF1ScoreMetric attribute)
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(simpleml.metrics.classification.ForFprMetric attribute)
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(simpleml.metrics.classification.ForMarkednessMetric attribute)
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(simpleml.metrics.classification.ForTprMetric attribute)
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(simpleml.metrics.classification.FprF1ScoreMetric attribute)
(simpleml.metrics.classification.FprFdrMetric attribute)
(simpleml.metrics.classification.FprFnrMetric attribute)
(simpleml.metrics.classification.FprForMetric attribute)
(simpleml.metrics.classification.FprInformednessMetric attribute)
(simpleml.metrics.classification.FprMarkednessMetric attribute)
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(simpleml.metrics.classification.FprMetric attribute)
(simpleml.metrics.classification.FprNpvMetric attribute)
(simpleml.metrics.classification.FprPpvMetric attribute)
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(simpleml.metrics.classification.ThresholdF1ScoreMetric attribute)
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(simpleml.metrics.classification.ThresholdForMetric attribute)
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(simpleml.metrics.classification.ThresholdNpvMetric attribute)
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(simpleml.metrics.classification.ThresholdPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.ThresholdPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.ThresholdTnrMetric attribute)
(simpleml.metrics.classification.ThresholdTprMetric attribute)
(simpleml.metrics.classification.TnrAccuracyMetric attribute)
(simpleml.metrics.classification.TnrF1ScoreMetric attribute)
(simpleml.metrics.classification.TnrFdrMetric attribute)
(simpleml.metrics.classification.TnrFnrMetric attribute)
(simpleml.metrics.classification.TnrForMetric attribute)
(simpleml.metrics.classification.TnrFprMetric attribute)
(simpleml.metrics.classification.TnrInformednessMetric attribute)
(simpleml.metrics.classification.TnrMarkednessMetric attribute)
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(simpleml.metrics.classification.TnrPpvMetric attribute)
(simpleml.metrics.classification.TnrPredictedNegativeRateMetric attribute)
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(simpleml.metrics.classification.TnrTprMetric attribute)
(simpleml.metrics.classification.TprAccuracyMetric attribute)
(simpleml.metrics.classification.TprF1ScoreMetric attribute)
(simpleml.metrics.classification.TprFdrMetric attribute)
(simpleml.metrics.classification.TprFnrMetric attribute)
(simpleml.metrics.classification.TprForMetric attribute)
(simpleml.metrics.classification.TprFprMetric attribute)
(simpleml.metrics.classification.TprInformednessMetric attribute)
(simpleml.metrics.classification.TprMarkednessMetric attribute)
(simpleml.metrics.classification.TprMccMetric attribute)
(simpleml.metrics.classification.TprMetric attribute)
(simpleml.metrics.classification.TprNpvMetric attribute)
(simpleml.metrics.classification.TprPpvMetric attribute)
(simpleml.metrics.classification.TprPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.TprPredictedPositiveRateMetric attribute)
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(simpleml.metrics.classification.TprTnrMetric attribute)
(simpleml.models.base_keras_model.KerasModel attribute)
(simpleml.models.base_model.Model attribute)
(simpleml.models.base_sklearn_model.SklearnModel attribute)
(simpleml.models.classifiers.keras.base_keras_classifier.KerasClassifier attribute)
(simpleml.models.classifiers.keras.model.KerasModelClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasEncoderDecoderClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasSeq2SeqClassifier attribute)
(simpleml.models.classifiers.keras.sequential.KerasSequentialClassifier attribute)
(simpleml.models.classifiers.sklearn.base_sklearn_classifier.SklearnClassifier attribute)
(simpleml.models.classifiers.sklearn.dummy.SklearnDummyClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnAdaBoostClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnBaggingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnExtraTreesClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnGradientBoostingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnRandomForestClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnVotingClassifier attribute)
(simpleml.models.classifiers.sklearn.gaussian_process.SklearnGaussianProcessClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegression attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegressionCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnPerceptron attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifierCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnSGDClassifier attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnBayesianGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsOneClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsRestClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOutputCodeClassifier attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnClassifierChain attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnMultiOutputClassifier attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnBernoulliNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnGaussianNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnMultinomialNB attribute)
(simpleml.models.classifiers.sklearn.neighbors.SklearnKNeighborsClassifier attribute)
(simpleml.models.classifiers.sklearn.neural_network.SklearnMLPClassifier attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnLinearSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnNuSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnSVC attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnDecisionTreeClassifier attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnExtraTreeClassifier attribute)
(simpleml.persistables.base_persistable.Persistable attribute)
(simpleml.persistables.binary_blob.BinaryBlob attribute)
(simpleml.pipelines.ChronologicalSplitGeneratorPipeline attribute)
(simpleml.pipelines.ChronologicalSplitPipeline attribute)
(simpleml.pipelines.ExplicitSplitGeneratorPipeline attribute)
(simpleml.pipelines.ExplicitSplitPipeline attribute)
(simpleml.pipelines.NoSplitGeneratorPipeline attribute)
(simpleml.pipelines.NoSplitPipeline attribute)
(simpleml.pipelines.RandomSplitGeneratorPipeline attribute)
(simpleml.pipelines.RandomSplitPipeline attribute)
(simpleml.pipelines.base_pipeline.GeneratorPipeline attribute)
(simpleml.pipelines.base_pipeline.Pipeline attribute)
impl (simpleml.persistables.guid.GUID attribute)
informedness (simpleml.metrics.classification.BinaryClassificationMetric attribute)
initialize() (simpleml.utils.initialization.Database method)
J
JSONSerializer (class in simpleml.persistables.serializing)
K
KerasClassifier (class in simpleml.models.classifiers.keras.base_keras_classifier)
KerasDiskHDF5SaveMixin (class in simpleml.persistables.saving)
KerasEncoderDecoderClassifier (class in simpleml.models.classifiers.keras.seq2seq)
KerasModel (class in simpleml.models.base_keras_model)
KerasModelClassifier (class in simpleml.models.classifiers.keras.model)
KerasRegistry (class in simpleml.persistables.meta_registry)
KerasSeq2SeqClassifier (class in simpleml.models.classifiers.keras.seq2seq)
KerasSequentialClassifier (class in simpleml.models.classifiers.keras.sequential)
KFoldSplitMixin (class in simpleml.pipelines.validation_split_mixins)
L
label_columns (simpleml.datasets.base_dataset.AbstractDataset attribute)
labels (simpleml.metrics.classification.ClassificationMetric attribute)
load() (simpleml.datasets.base_dataset.AbstractDataset method)
(simpleml.metrics.base_metric.AbstractMetric method)
(simpleml.models.base_model.AbstractModel method)
(simpleml.persistables.base_persistable.Persistable method)
(simpleml.pipelines.base_pipeline.AbstractPipeline method)
load_csv() (simpleml.datasets.pandas_mixin.PandasDatasetMixin static method)
load_dataset() (simpleml.utils.scoring.load_persistable.PersistableLoader class method)
load_dialect_impl() (simpleml.persistables.guid.GUID method)
load_metric() (simpleml.utils.scoring.load_persistable.PersistableLoader class method)
load_model() (simpleml.utils.scoring.load_persistable.PersistableLoader class method)
load_persistable() (simpleml.utils.scoring.load_persistable.PersistableLoader static method)
load_pipeline() (simpleml.utils.scoring.load_persistable.PersistableLoader class method)
load_sql() (simpleml.datasets.pandas_mixin.PandasDatasetMixin static method)
M
markedness (simpleml.metrics.classification.BinaryClassificationMetric attribute)
matthews_correlation_coefficient (simpleml.metrics.classification.BinaryClassificationMetric attribute)
memoize() (simpleml.persistables.hashing.Hasher method)
metadata (simpleml.persistables.base_persistable.Persistable attribute)
(simpleml.persistables.binary_blob.BinaryBlob attribute)
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metadata_ (simpleml.datasets.base_dataset.Dataset attribute)
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(simpleml.metrics.classification.ForThresholdMetric attribute)
(simpleml.metrics.classification.ForTnrMetric attribute)
(simpleml.metrics.classification.ForTprMetric attribute)
(simpleml.metrics.classification.FprAccuracyMetric attribute)
(simpleml.metrics.classification.FprF1ScoreMetric attribute)
(simpleml.metrics.classification.FprFdrMetric attribute)
(simpleml.metrics.classification.FprFnrMetric attribute)
(simpleml.metrics.classification.FprForMetric attribute)
(simpleml.metrics.classification.FprInformednessMetric attribute)
(simpleml.metrics.classification.FprMarkednessMetric attribute)
(simpleml.metrics.classification.FprMccMetric attribute)
(simpleml.metrics.classification.FprMetric attribute)
(simpleml.metrics.classification.FprNpvMetric attribute)
(simpleml.metrics.classification.FprPpvMetric attribute)
(simpleml.metrics.classification.FprPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.FprPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.FprThresholdMetric attribute)
(simpleml.metrics.classification.FprTnrMetric attribute)
(simpleml.metrics.classification.FprTprMetric attribute)
(simpleml.metrics.classification.NpvAccuracyMetric attribute)
(simpleml.metrics.classification.NpvF1ScoreMetric attribute)
(simpleml.metrics.classification.NpvFdrMetric attribute)
(simpleml.metrics.classification.NpvFnrMetric attribute)
(simpleml.metrics.classification.NpvForMetric attribute)
(simpleml.metrics.classification.NpvFprMetric attribute)
(simpleml.metrics.classification.NpvInformednessMetric attribute)
(simpleml.metrics.classification.NpvMarkednessMetric attribute)
(simpleml.metrics.classification.NpvMccMetric attribute)
(simpleml.metrics.classification.NpvPpvMetric attribute)
(simpleml.metrics.classification.NpvPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.NpvPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.NpvThresholdMetric attribute)
(simpleml.metrics.classification.NpvTnrMetric attribute)
(simpleml.metrics.classification.NpvTprMetric attribute)
(simpleml.metrics.classification.PpvAccuracyMetric attribute)
(simpleml.metrics.classification.PpvF1ScoreMetric attribute)
(simpleml.metrics.classification.PpvFdrMetric attribute)
(simpleml.metrics.classification.PpvFnrMetric attribute)
(simpleml.metrics.classification.PpvForMetric attribute)
(simpleml.metrics.classification.PpvFprMetric attribute)
(simpleml.metrics.classification.PpvInformednessMetric attribute)
(simpleml.metrics.classification.PpvMarkednessMetric attribute)
(simpleml.metrics.classification.PpvMccMetric attribute)
(simpleml.metrics.classification.PpvNpvMetric attribute)
(simpleml.metrics.classification.PpvPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.PpvPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.PpvThresholdMetric attribute)
(simpleml.metrics.classification.PpvTnrMetric attribute)
(simpleml.metrics.classification.PpvTprMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateAccuracyMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateF1ScoreMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateFdrMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateFnrMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateForMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateFprMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateInformednessMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateMarkednessMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateMccMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateNpvMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRatePpvMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRatePredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateThresholdMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateTnrMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateTprMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateAccuracyMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateF1ScoreMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateFdrMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateFnrMetric attribute)
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(simpleml.metrics.classification.PredictedPositiveRateFprMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateInformednessMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateMarkednessMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateMccMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateNpvMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRatePpvMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRatePredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateThresholdMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateTnrMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateTprMetric attribute)
(simpleml.metrics.classification.RocAucMetric attribute)
(simpleml.metrics.classification.ThresholdAccuracyMetric attribute)
(simpleml.metrics.classification.ThresholdF1ScoreMetric attribute)
(simpleml.metrics.classification.ThresholdFdrMetric attribute)
(simpleml.metrics.classification.ThresholdFnrMetric attribute)
(simpleml.metrics.classification.ThresholdForMetric attribute)
(simpleml.metrics.classification.ThresholdFprMetric attribute)
(simpleml.metrics.classification.ThresholdInformednessMetric attribute)
(simpleml.metrics.classification.ThresholdMarkednessMetric attribute)
(simpleml.metrics.classification.ThresholdMccMetric attribute)
(simpleml.metrics.classification.ThresholdNpvMetric attribute)
(simpleml.metrics.classification.ThresholdPpvMetric attribute)
(simpleml.metrics.classification.ThresholdPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.ThresholdPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.ThresholdTnrMetric attribute)
(simpleml.metrics.classification.ThresholdTprMetric attribute)
(simpleml.metrics.classification.TnrAccuracyMetric attribute)
(simpleml.metrics.classification.TnrF1ScoreMetric attribute)
(simpleml.metrics.classification.TnrFdrMetric attribute)
(simpleml.metrics.classification.TnrFnrMetric attribute)
(simpleml.metrics.classification.TnrForMetric attribute)
(simpleml.metrics.classification.TnrFprMetric attribute)
(simpleml.metrics.classification.TnrInformednessMetric attribute)
(simpleml.metrics.classification.TnrMarkednessMetric attribute)
(simpleml.metrics.classification.TnrMccMetric attribute)
(simpleml.metrics.classification.TnrNpvMetric attribute)
(simpleml.metrics.classification.TnrPpvMetric attribute)
(simpleml.metrics.classification.TnrPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.TnrPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.TnrThresholdMetric attribute)
(simpleml.metrics.classification.TnrTprMetric attribute)
(simpleml.metrics.classification.TprAccuracyMetric attribute)
(simpleml.metrics.classification.TprF1ScoreMetric attribute)
(simpleml.metrics.classification.TprFdrMetric attribute)
(simpleml.metrics.classification.TprFnrMetric attribute)
(simpleml.metrics.classification.TprForMetric attribute)
(simpleml.metrics.classification.TprFprMetric attribute)
(simpleml.metrics.classification.TprInformednessMetric attribute)
(simpleml.metrics.classification.TprMarkednessMetric attribute)
(simpleml.metrics.classification.TprMccMetric attribute)
(simpleml.metrics.classification.TprMetric attribute)
(simpleml.metrics.classification.TprNpvMetric attribute)
(simpleml.metrics.classification.TprPpvMetric attribute)
(simpleml.metrics.classification.TprPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.TprPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.TprThresholdMetric attribute)
(simpleml.metrics.classification.TprTnrMetric attribute)
ModelCreator (class in simpleml.utils.training.create_persistable)
ModelError
ModelRegistry (class in simpleml.persistables.meta_registry)
modified_timestamp (simpleml.datasets.base_dataset.Dataset attribute)
(simpleml.datasets.NumpyDataset attribute)
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(simpleml.metrics.classification.FdrPpvMetric attribute)
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(simpleml.metrics.classification.FdrTprMetric attribute)
(simpleml.metrics.classification.FnrAccuracyMetric attribute)
(simpleml.metrics.classification.FnrF1ScoreMetric attribute)
(simpleml.metrics.classification.FnrFdrMetric attribute)
(simpleml.metrics.classification.FnrForMetric attribute)
(simpleml.metrics.classification.FnrFprMetric attribute)
(simpleml.metrics.classification.FnrInformednessMetric attribute)
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(simpleml.metrics.classification.FnrMccMetric attribute)
(simpleml.metrics.classification.FnrNpvMetric attribute)
(simpleml.metrics.classification.FnrPpvMetric attribute)
(simpleml.metrics.classification.FnrPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.FnrPredictedPositiveRateMetric attribute)
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(simpleml.metrics.classification.FnrTnrMetric attribute)
(simpleml.metrics.classification.FnrTprMetric attribute)
(simpleml.metrics.classification.ForAccuracyMetric attribute)
(simpleml.metrics.classification.ForF1ScoreMetric attribute)
(simpleml.metrics.classification.ForFdrMetric attribute)
(simpleml.metrics.classification.ForFnrMetric attribute)
(simpleml.metrics.classification.ForFprMetric attribute)
(simpleml.metrics.classification.ForInformednessMetric attribute)
(simpleml.metrics.classification.ForMarkednessMetric attribute)
(simpleml.metrics.classification.ForMccMetric attribute)
(simpleml.metrics.classification.ForNpvMetric attribute)
(simpleml.metrics.classification.ForPpvMetric attribute)
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(simpleml.metrics.classification.ForTnrMetric attribute)
(simpleml.metrics.classification.ForTprMetric attribute)
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(simpleml.metrics.classification.FprF1ScoreMetric attribute)
(simpleml.metrics.classification.FprFdrMetric attribute)
(simpleml.metrics.classification.FprFnrMetric attribute)
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(simpleml.metrics.classification.FprInformednessMetric attribute)
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(simpleml.metrics.classification.FprMetric attribute)
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(simpleml.metrics.classification.FprTprMetric attribute)
(simpleml.metrics.classification.NpvAccuracyMetric attribute)
(simpleml.metrics.classification.NpvF1ScoreMetric attribute)
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(simpleml.metrics.classification.NpvFprMetric attribute)
(simpleml.metrics.classification.NpvInformednessMetric attribute)
(simpleml.metrics.classification.NpvMarkednessMetric attribute)
(simpleml.metrics.classification.NpvMccMetric attribute)
(simpleml.metrics.classification.NpvPpvMetric attribute)
(simpleml.metrics.classification.NpvPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.NpvPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.NpvThresholdMetric attribute)
(simpleml.metrics.classification.NpvTnrMetric attribute)
(simpleml.metrics.classification.NpvTprMetric attribute)
(simpleml.metrics.classification.PpvAccuracyMetric attribute)
(simpleml.metrics.classification.PpvF1ScoreMetric attribute)
(simpleml.metrics.classification.PpvFdrMetric attribute)
(simpleml.metrics.classification.PpvFnrMetric attribute)
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(simpleml.metrics.classification.PpvNpvMetric attribute)
(simpleml.metrics.classification.PpvPredictedNegativeRateMetric attribute)
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(simpleml.metrics.classification.PpvTnrMetric attribute)
(simpleml.metrics.classification.PpvTprMetric attribute)
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(simpleml.metrics.classification.PredictedNegativeRateF1ScoreMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateFdrMetric attribute)
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(simpleml.metrics.classification.PredictedNegativeRateForMetric attribute)
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(simpleml.metrics.classification.PredictedPositiveRateMccMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateNpvMetric attribute)
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(simpleml.metrics.classification.PredictedPositiveRateTprMetric attribute)
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(simpleml.metrics.classification.ThresholdF1ScoreMetric attribute)
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(simpleml.metrics.classification.ThresholdInformednessMetric attribute)
(simpleml.metrics.classification.ThresholdMarkednessMetric attribute)
(simpleml.metrics.classification.ThresholdMccMetric attribute)
(simpleml.metrics.classification.ThresholdNpvMetric attribute)
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(simpleml.metrics.classification.TprTnrMetric attribute)
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(simpleml.models.classifiers.keras.seq2seq.KerasEncoderDecoderClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasSeq2SeqClassifier attribute)
(simpleml.models.classifiers.keras.sequential.KerasSequentialClassifier attribute)
(simpleml.models.classifiers.sklearn.base_sklearn_classifier.SklearnClassifier attribute)
(simpleml.models.classifiers.sklearn.dummy.SklearnDummyClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnAdaBoostClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnBaggingClassifier attribute)
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(simpleml.models.classifiers.sklearn.linear_model.SklearnPerceptron attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifierCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnSGDClassifier attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnBayesianGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsOneClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsRestClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOutputCodeClassifier attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnClassifierChain attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnMultiOutputClassifier attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnBernoulliNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnGaussianNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnMultinomialNB attribute)
(simpleml.models.classifiers.sklearn.neighbors.SklearnKNeighborsClassifier attribute)
(simpleml.models.classifiers.sklearn.neural_network.SklearnMLPClassifier attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnLinearSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnNuSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnSVC attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnDecisionTreeClassifier attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnExtraTreeClassifier attribute)
(simpleml.persistables.base_sqlalchemy.BaseSQLAlchemy attribute)
(simpleml.persistables.binary_blob.BinaryBlob attribute)
(simpleml.pipelines.ChronologicalSplitGeneratorPipeline attribute)
(simpleml.pipelines.ChronologicalSplitPipeline attribute)
(simpleml.pipelines.ExplicitSplitGeneratorPipeline attribute)
(simpleml.pipelines.ExplicitSplitPipeline attribute)
(simpleml.pipelines.NoSplitGeneratorPipeline attribute)
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(simpleml.pipelines.RandomSplitPipeline attribute)
(simpleml.pipelines.base_pipeline.GeneratorPipeline attribute)
(simpleml.pipelines.base_pipeline.Pipeline attribute)
N
name (simpleml.datasets.base_dataset.Dataset attribute)
(simpleml.datasets.NumpyDataset attribute)
(simpleml.datasets.PandasDataset attribute)
(simpleml.metrics.base_metric.Metric attribute)
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(simpleml.metrics.classification.ClassificationMetric attribute)
(simpleml.metrics.classification.F1ScoreMetric attribute)
(simpleml.metrics.classification.FdrAccuracyMetric attribute)
(simpleml.metrics.classification.FdrF1ScoreMetric attribute)
(simpleml.metrics.classification.FdrFnrMetric attribute)
(simpleml.metrics.classification.FdrForMetric attribute)
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(simpleml.metrics.classification.FdrInformednessMetric attribute)
(simpleml.metrics.classification.FdrMarkednessMetric attribute)
(simpleml.metrics.classification.FdrMccMetric attribute)
(simpleml.metrics.classification.FdrNpvMetric attribute)
(simpleml.metrics.classification.FdrPpvMetric attribute)
(simpleml.metrics.classification.FdrPredictedNegativeRateMetric attribute)
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(simpleml.metrics.classification.FdrTnrMetric attribute)
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(simpleml.metrics.classification.FnrAccuracyMetric attribute)
(simpleml.metrics.classification.FnrF1ScoreMetric attribute)
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(simpleml.metrics.classification.FnrFprMetric attribute)
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(simpleml.metrics.classification.FnrMarkednessMetric attribute)
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(simpleml.metrics.classification.PpvMccMetric attribute)
(simpleml.metrics.classification.PpvNpvMetric attribute)
(simpleml.metrics.classification.PpvPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.PpvPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.PpvThresholdMetric attribute)
(simpleml.metrics.classification.PpvTnrMetric attribute)
(simpleml.metrics.classification.PpvTprMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateAccuracyMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateF1ScoreMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateFdrMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateFnrMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateForMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateFprMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateInformednessMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateMarkednessMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateMccMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateNpvMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRatePpvMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRatePredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateThresholdMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateTnrMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateTprMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateAccuracyMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateF1ScoreMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateFdrMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateFnrMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateForMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateFprMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateInformednessMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateMarkednessMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateMccMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateNpvMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRatePpvMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRatePredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateThresholdMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateTnrMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateTprMetric attribute)
(simpleml.metrics.classification.RocAucMetric attribute)
(simpleml.metrics.classification.ThresholdAccuracyMetric attribute)
(simpleml.metrics.classification.ThresholdF1ScoreMetric attribute)
(simpleml.metrics.classification.ThresholdFdrMetric attribute)
(simpleml.metrics.classification.ThresholdFnrMetric attribute)
(simpleml.metrics.classification.ThresholdForMetric attribute)
(simpleml.metrics.classification.ThresholdFprMetric attribute)
(simpleml.metrics.classification.ThresholdInformednessMetric attribute)
(simpleml.metrics.classification.ThresholdMarkednessMetric attribute)
(simpleml.metrics.classification.ThresholdMccMetric attribute)
(simpleml.metrics.classification.ThresholdNpvMetric attribute)
(simpleml.metrics.classification.ThresholdPpvMetric attribute)
(simpleml.metrics.classification.ThresholdPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.ThresholdPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.ThresholdTnrMetric attribute)
(simpleml.metrics.classification.ThresholdTprMetric attribute)
(simpleml.metrics.classification.TnrAccuracyMetric attribute)
(simpleml.metrics.classification.TnrF1ScoreMetric attribute)
(simpleml.metrics.classification.TnrFdrMetric attribute)
(simpleml.metrics.classification.TnrFnrMetric attribute)
(simpleml.metrics.classification.TnrForMetric attribute)
(simpleml.metrics.classification.TnrFprMetric attribute)
(simpleml.metrics.classification.TnrInformednessMetric attribute)
(simpleml.metrics.classification.TnrMarkednessMetric attribute)
(simpleml.metrics.classification.TnrMccMetric attribute)
(simpleml.metrics.classification.TnrNpvMetric attribute)
(simpleml.metrics.classification.TnrPpvMetric attribute)
(simpleml.metrics.classification.TnrPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.TnrPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.TnrThresholdMetric attribute)
(simpleml.metrics.classification.TnrTprMetric attribute)
(simpleml.metrics.classification.TprAccuracyMetric attribute)
(simpleml.metrics.classification.TprF1ScoreMetric attribute)
(simpleml.metrics.classification.TprFdrMetric attribute)
(simpleml.metrics.classification.TprFnrMetric attribute)
(simpleml.metrics.classification.TprForMetric attribute)
(simpleml.metrics.classification.TprFprMetric attribute)
(simpleml.metrics.classification.TprInformednessMetric attribute)
(simpleml.metrics.classification.TprMarkednessMetric attribute)
(simpleml.metrics.classification.TprMccMetric attribute)
(simpleml.metrics.classification.TprMetric attribute)
(simpleml.metrics.classification.TprNpvMetric attribute)
(simpleml.metrics.classification.TprPpvMetric attribute)
(simpleml.metrics.classification.TprPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.TprPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.TprThresholdMetric attribute)
(simpleml.metrics.classification.TprTnrMetric attribute)
(simpleml.models.base_keras_model.KerasModel attribute)
(simpleml.models.base_model.Model attribute)
(simpleml.models.base_sklearn_model.SklearnModel attribute)
(simpleml.models.classifiers.keras.base_keras_classifier.KerasClassifier attribute)
(simpleml.models.classifiers.keras.model.KerasModelClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasEncoderDecoderClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasSeq2SeqClassifier attribute)
(simpleml.models.classifiers.keras.sequential.KerasSequentialClassifier attribute)
(simpleml.models.classifiers.sklearn.base_sklearn_classifier.SklearnClassifier attribute)
(simpleml.models.classifiers.sklearn.dummy.SklearnDummyClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnAdaBoostClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnBaggingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnExtraTreesClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnGradientBoostingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnRandomForestClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnVotingClassifier attribute)
(simpleml.models.classifiers.sklearn.gaussian_process.SklearnGaussianProcessClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegression attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegressionCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnPerceptron attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifierCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnSGDClassifier attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnBayesianGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsOneClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsRestClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOutputCodeClassifier attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnClassifierChain attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnMultiOutputClassifier attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnBernoulliNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnGaussianNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnMultinomialNB attribute)
(simpleml.models.classifiers.sklearn.neighbors.SklearnKNeighborsClassifier attribute)
(simpleml.models.classifiers.sklearn.neural_network.SklearnMLPClassifier attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnLinearSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnNuSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnSVC attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnDecisionTreeClassifier attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnExtraTreeClassifier attribute)
(simpleml.persistables.base_persistable.Persistable attribute)
(simpleml.pipelines.ChronologicalSplitGeneratorPipeline attribute)
(simpleml.pipelines.ChronologicalSplitPipeline attribute)
(simpleml.pipelines.ExplicitSplitGeneratorPipeline attribute)
(simpleml.pipelines.ExplicitSplitPipeline attribute)
(simpleml.pipelines.NoSplitGeneratorPipeline attribute)
(simpleml.pipelines.NoSplitPipeline attribute)
(simpleml.pipelines.RandomSplitGeneratorPipeline attribute)
(simpleml.pipelines.RandomSplitPipeline attribute)
(simpleml.pipelines.base_pipeline.GeneratorPipeline attribute)
(simpleml.pipelines.base_pipeline.Pipeline attribute)
negative_predictive_value (simpleml.metrics.classification.BinaryClassificationMetric attribute)
NoSplitGeneratorPipeline (class in simpleml.pipelines)
NoSplitMixin (class in simpleml.pipelines.validation_split_mixins)
NoSplitPipeline (class in simpleml.pipelines)
NpvAccuracyMetric (class in simpleml.metrics.classification)
NpvF1ScoreMetric (class in simpleml.metrics.classification)
NpvFdrMetric (class in simpleml.metrics.classification)
NpvFnrMetric (class in simpleml.metrics.classification)
NpvForMetric (class in simpleml.metrics.classification)
NpvFprMetric (class in simpleml.metrics.classification)
NpvInformednessMetric (class in simpleml.metrics.classification)
NpvMarkednessMetric (class in simpleml.metrics.classification)
NpvMccMetric (class in simpleml.metrics.classification)
NpvPpvMetric (class in simpleml.metrics.classification)
NpvPredictedNegativeRateMetric (class in simpleml.metrics.classification)
NpvPredictedPositiveRateMetric (class in simpleml.metrics.classification)
NpvThresholdMetric (class in simpleml.metrics.classification)
NpvTnrMetric (class in simpleml.metrics.classification)
NpvTprMetric (class in simpleml.metrics.classification)
NumpyDataset (class in simpleml.datasets)
NumpyDatasetMixin (class in simpleml.datasets.numpy_mixin)
NumpyHasher (class in simpleml.persistables.hashing)
O
object_hook() (in module simpleml.persistables.serializing)
object_id (simpleml.persistables.binary_blob.BinaryBlob attribute)
object_type (simpleml.datasets.base_dataset.AbstractDataset attribute)
(simpleml.metrics.base_metric.AbstractMetric attribute)
(simpleml.models.base_model.AbstractModel attribute)
(simpleml.persistables.binary_blob.BinaryBlob attribute)
(simpleml.pipelines.base_pipeline.AbstractPipeline attribute)
P
PandasDataset (class in simpleml.datasets)
PandasDatasetMixin (class in simpleml.datasets.pandas_mixin)
params (simpleml.models.base_keras_model.KerasModel attribute)
(simpleml.models.base_model.AbstractModel attribute)
(simpleml.models.base_model.Model attribute)
(simpleml.models.base_sklearn_model.SklearnModel attribute)
(simpleml.models.classifiers.keras.base_keras_classifier.KerasClassifier attribute)
(simpleml.models.classifiers.keras.model.KerasModelClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasEncoderDecoderClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasSeq2SeqClassifier attribute)
(simpleml.models.classifiers.keras.sequential.KerasSequentialClassifier attribute)
(simpleml.models.classifiers.sklearn.base_sklearn_classifier.SklearnClassifier attribute)
(simpleml.models.classifiers.sklearn.dummy.SklearnDummyClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnAdaBoostClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnBaggingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnExtraTreesClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnGradientBoostingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnRandomForestClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnVotingClassifier attribute)
(simpleml.models.classifiers.sklearn.gaussian_process.SklearnGaussianProcessClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegression attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegressionCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnPerceptron attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifierCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnSGDClassifier attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnBayesianGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsOneClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsRestClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOutputCodeClassifier attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnClassifierChain attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnMultiOutputClassifier attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnBernoulliNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnGaussianNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnMultinomialNB attribute)
(simpleml.models.classifiers.sklearn.neighbors.SklearnKNeighborsClassifier attribute)
(simpleml.models.classifiers.sklearn.neural_network.SklearnMLPClassifier attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnLinearSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnNuSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnSVC attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnDecisionTreeClassifier attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnExtraTreeClassifier attribute)
(simpleml.pipelines.ChronologicalSplitGeneratorPipeline attribute)
(simpleml.pipelines.ChronologicalSplitPipeline attribute)
(simpleml.pipelines.ExplicitSplitGeneratorPipeline attribute)
(simpleml.pipelines.ExplicitSplitPipeline attribute)
(simpleml.pipelines.NoSplitGeneratorPipeline attribute)
(simpleml.pipelines.NoSplitPipeline attribute)
(simpleml.pipelines.RandomSplitGeneratorPipeline attribute)
(simpleml.pipelines.RandomSplitPipeline attribute)
(simpleml.pipelines.base_pipeline.AbstractPipeline attribute)
(simpleml.pipelines.base_pipeline.GeneratorPipeline attribute)
(simpleml.pipelines.base_pipeline.Pipeline attribute)
Persistable (class in simpleml.persistables.base_persistable)
PersistableCreator (class in simpleml.utils.training.create_persistable)
PersistableLoader (class in simpleml.utils.scoring.load_persistable)
Pipeline (class in simpleml.pipelines.base_pipeline)
pipeline (simpleml.datasets.base_dataset.Dataset attribute)
(simpleml.datasets.NumpyDataset attribute)
(simpleml.datasets.PandasDataset attribute)
(simpleml.models.base_keras_model.KerasModel attribute)
(simpleml.models.base_model.Model attribute)
(simpleml.models.base_sklearn_model.SklearnModel attribute)
(simpleml.models.classifiers.keras.base_keras_classifier.KerasClassifier attribute)
(simpleml.models.classifiers.keras.model.KerasModelClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasEncoderDecoderClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasSeq2SeqClassifier attribute)
(simpleml.models.classifiers.keras.sequential.KerasSequentialClassifier attribute)
(simpleml.models.classifiers.sklearn.base_sklearn_classifier.SklearnClassifier attribute)
(simpleml.models.classifiers.sklearn.dummy.SklearnDummyClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnAdaBoostClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnBaggingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnExtraTreesClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnGradientBoostingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnRandomForestClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnVotingClassifier attribute)
(simpleml.models.classifiers.sklearn.gaussian_process.SklearnGaussianProcessClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegression attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegressionCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnPerceptron attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifierCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnSGDClassifier attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnBayesianGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsOneClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsRestClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOutputCodeClassifier attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnClassifierChain attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnMultiOutputClassifier attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnBernoulliNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnGaussianNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnMultinomialNB attribute)
(simpleml.models.classifiers.sklearn.neighbors.SklearnKNeighborsClassifier attribute)
(simpleml.models.classifiers.sklearn.neural_network.SklearnMLPClassifier attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnLinearSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnNuSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnSVC attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnDecisionTreeClassifier attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnExtraTreeClassifier attribute)
pipeline_id (simpleml.datasets.base_dataset.Dataset attribute)
(simpleml.datasets.NumpyDataset attribute)
(simpleml.datasets.PandasDataset attribute)
(simpleml.models.base_keras_model.KerasModel attribute)
(simpleml.models.base_model.Model attribute)
(simpleml.models.base_sklearn_model.SklearnModel attribute)
(simpleml.models.classifiers.keras.base_keras_classifier.KerasClassifier attribute)
(simpleml.models.classifiers.keras.model.KerasModelClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasEncoderDecoderClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasSeq2SeqClassifier attribute)
(simpleml.models.classifiers.keras.sequential.KerasSequentialClassifier attribute)
(simpleml.models.classifiers.sklearn.base_sklearn_classifier.SklearnClassifier attribute)
(simpleml.models.classifiers.sklearn.dummy.SklearnDummyClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnAdaBoostClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnBaggingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnExtraTreesClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnGradientBoostingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnRandomForestClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnVotingClassifier attribute)
(simpleml.models.classifiers.sklearn.gaussian_process.SklearnGaussianProcessClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegression attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegressionCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnPerceptron attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifierCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnSGDClassifier attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnBayesianGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsOneClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsRestClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOutputCodeClassifier attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnClassifierChain attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnMultiOutputClassifier attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnBernoulliNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnGaussianNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnMultinomialNB attribute)
(simpleml.models.classifiers.sklearn.neighbors.SklearnKNeighborsClassifier attribute)
(simpleml.models.classifiers.sklearn.neural_network.SklearnMLPClassifier attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnLinearSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnNuSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnSVC attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnDecisionTreeClassifier attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnExtraTreeClassifier attribute)
PipelineCreator (class in simpleml.utils.training.create_persistable)
PipelineError
PipelineRegistry (class in simpleml.persistables.meta_registry)
positive_predictive_value (simpleml.metrics.classification.BinaryClassificationMetric attribute)
PpvAccuracyMetric (class in simpleml.metrics.classification)
PpvF1ScoreMetric (class in simpleml.metrics.classification)
PpvFdrMetric (class in simpleml.metrics.classification)
PpvFnrMetric (class in simpleml.metrics.classification)
PpvForMetric (class in simpleml.metrics.classification)
PpvFprMetric (class in simpleml.metrics.classification)
PpvInformednessMetric (class in simpleml.metrics.classification)
PpvMarkednessMetric (class in simpleml.metrics.classification)
PpvMccMetric (class in simpleml.metrics.classification)
PpvNpvMetric (class in simpleml.metrics.classification)
PpvPredictedNegativeRateMetric (class in simpleml.metrics.classification)
PpvPredictedPositiveRateMetric (class in simpleml.metrics.classification)
PpvThresholdMetric (class in simpleml.metrics.classification)
PpvTnrMetric (class in simpleml.metrics.classification)
PpvTprMetric (class in simpleml.metrics.classification)
predict() (simpleml.models.base_model.AbstractModel method)
(simpleml.models.external_models.ExternalModelMixin method)
predict_proba() (simpleml.models.classifiers.classification_mixin.ClassificationMixin method)
(simpleml.models.classifiers.external_models.ClassificationExternalModelMixin method)
predicted_negative_rate (simpleml.metrics.classification.BinaryClassificationMetric attribute)
predicted_positive_rate (simpleml.metrics.classification.BinaryClassificationMetric attribute)
PredictedNegativeRateAccuracyMetric (class in simpleml.metrics.classification)
PredictedNegativeRateF1ScoreMetric (class in simpleml.metrics.classification)
PredictedNegativeRateFdrMetric (class in simpleml.metrics.classification)
PredictedNegativeRateFnrMetric (class in simpleml.metrics.classification)
PredictedNegativeRateForMetric (class in simpleml.metrics.classification)
PredictedNegativeRateFprMetric (class in simpleml.metrics.classification)
PredictedNegativeRateInformednessMetric (class in simpleml.metrics.classification)
PredictedNegativeRateMarkednessMetric (class in simpleml.metrics.classification)
PredictedNegativeRateMccMetric (class in simpleml.metrics.classification)
PredictedNegativeRateNpvMetric (class in simpleml.metrics.classification)
PredictedNegativeRatePpvMetric (class in simpleml.metrics.classification)
PredictedNegativeRatePredictedPositiveRateMetric (class in simpleml.metrics.classification)
PredictedNegativeRateThresholdMetric (class in simpleml.metrics.classification)
PredictedNegativeRateTnrMetric (class in simpleml.metrics.classification)
PredictedNegativeRateTprMetric (class in simpleml.metrics.classification)
PredictedPositiveRateAccuracyMetric (class in simpleml.metrics.classification)
PredictedPositiveRateF1ScoreMetric (class in simpleml.metrics.classification)
PredictedPositiveRateFdrMetric (class in simpleml.metrics.classification)
PredictedPositiveRateFnrMetric (class in simpleml.metrics.classification)
PredictedPositiveRateForMetric (class in simpleml.metrics.classification)
PredictedPositiveRateFprMetric (class in simpleml.metrics.classification)
PredictedPositiveRateInformednessMetric (class in simpleml.metrics.classification)
PredictedPositiveRateMarkednessMetric (class in simpleml.metrics.classification)
PredictedPositiveRateMccMetric (class in simpleml.metrics.classification)
PredictedPositiveRateNpvMetric (class in simpleml.metrics.classification)
PredictedPositiveRatePpvMetric (class in simpleml.metrics.classification)
PredictedPositiveRatePredictedNegativeRateMetric (class in simpleml.metrics.classification)
PredictedPositiveRateThresholdMetric (class in simpleml.metrics.classification)
PredictedPositiveRateTnrMetric (class in simpleml.metrics.classification)
PredictedPositiveRateTprMetric (class in simpleml.metrics.classification)
predictions (simpleml.metrics.classification.BinaryClassificationMetric attribute)
(simpleml.metrics.classification.ClassificationMetric attribute)
probabilities (simpleml.metrics.classification.BinaryClassificationMetric attribute)
(simpleml.metrics.classification.ClassificationMetric attribute)
process_bind_param() (simpleml.persistables.guid.GUID method)
process_result_value() (simpleml.persistables.guid.GUID method)
project (simpleml.datasets.base_dataset.Dataset attribute)
(simpleml.datasets.NumpyDataset attribute)
(simpleml.datasets.PandasDataset attribute)
(simpleml.metrics.base_metric.Metric attribute)
(simpleml.metrics.classification.AccuracyMetric attribute)
(simpleml.metrics.classification.BinaryClassificationMetric attribute)
(simpleml.metrics.classification.ClassificationMetric attribute)
(simpleml.metrics.classification.F1ScoreMetric attribute)
(simpleml.metrics.classification.FdrAccuracyMetric attribute)
(simpleml.metrics.classification.FdrF1ScoreMetric attribute)
(simpleml.metrics.classification.FdrFnrMetric attribute)
(simpleml.metrics.classification.FdrForMetric attribute)
(simpleml.metrics.classification.FdrFprMetric attribute)
(simpleml.metrics.classification.FdrInformednessMetric attribute)
(simpleml.metrics.classification.FdrMarkednessMetric attribute)
(simpleml.metrics.classification.FdrMccMetric attribute)
(simpleml.metrics.classification.FdrNpvMetric attribute)
(simpleml.metrics.classification.FdrPpvMetric attribute)
(simpleml.metrics.classification.FdrPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.FdrPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.FdrThresholdMetric attribute)
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(simpleml.models.classifiers.sklearn.multioutput.SklearnMultiOutputClassifier attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnBernoulliNB attribute)
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(simpleml.models.classifiers.sklearn.svm.SklearnNuSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnSVC attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnDecisionTreeClassifier attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnExtraTreeClassifier attribute)
(simpleml.persistables.base_persistable.Persistable attribute)
(simpleml.pipelines.ChronologicalSplitGeneratorPipeline attribute)
(simpleml.pipelines.ChronologicalSplitPipeline attribute)
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(simpleml.pipelines.base_pipeline.Pipeline attribute)
Q
query_by() (simpleml.persistables.base_sqlalchemy.BaseSQLAlchemy class method)
R
RandomSplitGeneratorPipeline (class in simpleml.pipelines)
RandomSplitMixin (class in simpleml.pipelines.validation_split_mixins)
RandomSplitPipeline (class in simpleml.pipelines)
register() (simpleml.persistables.meta_registry.Registry method)
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(simpleml.models.classifiers.sklearn.mixture.SklearnGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsOneClassifier attribute)
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(simpleml.models.classifiers.sklearn.multioutput.SklearnMultiOutputClassifier attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnBernoulliNB attribute)
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(simpleml.models.classifiers.sklearn.neighbors.SklearnKNeighborsClassifier attribute)
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(simpleml.models.classifiers.sklearn.svm.SklearnLinearSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnNuSVC attribute)
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(simpleml.models.classifiers.sklearn.tree.SklearnDecisionTreeClassifier attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnExtraTreeClassifier attribute)
(simpleml.persistables.base_persistable.Persistable attribute)
(simpleml.pipelines.ChronologicalSplitGeneratorPipeline attribute)
(simpleml.pipelines.ChronologicalSplitPipeline attribute)
(simpleml.pipelines.ExplicitSplitGeneratorPipeline attribute)
(simpleml.pipelines.ExplicitSplitPipeline attribute)
(simpleml.pipelines.NoSplitGeneratorPipeline attribute)
(simpleml.pipelines.NoSplitPipeline attribute)
(simpleml.pipelines.RandomSplitGeneratorPipeline attribute)
(simpleml.pipelines.RandomSplitPipeline attribute)
(simpleml.pipelines.base_pipeline.GeneratorPipeline attribute)
(simpleml.pipelines.base_pipeline.Pipeline attribute)
Registry (class in simpleml.persistables.meta_registry)
RegistryTests (class in simpleml.tests.test_registry)
remove_transformer() (simpleml.pipelines.base_pipeline.AbstractPipeline method)
(simpleml.pipelines.external_pipelines.DefaultPipeline method)
(simpleml.pipelines.external_pipelines.SklearnPipeline method)
retrieve() (simpleml.utils.training.create_persistable.PersistableCreator static method)
retrieve_dataset() (simpleml.utils.training.create_persistable.PipelineCreator class method)
retrieve_dependency() (simpleml.utils.training.create_persistable.PersistableCreator static method)
retrieve_from_registry() (simpleml.utils.training.create_persistable.PersistableCreator static method)
retrieve_model() (simpleml.utils.training.create_persistable.MetricCreator class method)
retrieve_or_create() (simpleml.utils.training.create_persistable.PersistableCreator class method)
retrieve_pipeline() (simpleml.utils.training.create_persistable.DatasetCreator class method)
(simpleml.utils.training.create_persistable.ModelCreator class method)
RocAucMetric (class in simpleml.metrics.classification)
run_sql_command() (in module simpleml.utils.postgres)
S
safe_lookup() (in module simpleml.utils.library_versions)
save() (simpleml.datasets.base_dataset.AbstractDataset method)
(simpleml.metrics.base_metric.AbstractMetric method)
(simpleml.models.base_model.AbstractModel method)
(simpleml.persistables.base_persistable.Persistable method)
(simpleml.persistables.hashing.Hasher method)
(simpleml.persistables.hashing.NumpyHasher method)
(simpleml.pipelines.base_pipeline.AbstractPipeline method)
save_global() (simpleml.persistables.hashing.Hasher method)
save_set() (simpleml.persistables.hashing.Hasher method)
score() (simpleml.metrics.base_metric.AbstractMetric method)
(simpleml.metrics.classification.AccuracyMetric method)
(simpleml.metrics.classification.F1ScoreMetric method)
(simpleml.metrics.classification.FdrAccuracyMetric method)
(simpleml.metrics.classification.FdrF1ScoreMetric method)
(simpleml.metrics.classification.FdrFnrMetric method)
(simpleml.metrics.classification.FdrForMetric method)
(simpleml.metrics.classification.FdrFprMetric method)
(simpleml.metrics.classification.FdrInformednessMetric method)
(simpleml.metrics.classification.FdrMarkednessMetric method)
(simpleml.metrics.classification.FdrMccMetric method)
(simpleml.metrics.classification.FdrNpvMetric method)
(simpleml.metrics.classification.FdrPpvMetric method)
(simpleml.metrics.classification.FdrPredictedNegativeRateMetric method)
(simpleml.metrics.classification.FdrPredictedPositiveRateMetric method)
(simpleml.metrics.classification.FdrThresholdMetric method)
(simpleml.metrics.classification.FdrTnrMetric method)
(simpleml.metrics.classification.FdrTprMetric method)
(simpleml.metrics.classification.FnrAccuracyMetric method)
(simpleml.metrics.classification.FnrF1ScoreMetric method)
(simpleml.metrics.classification.FnrFdrMetric method)
(simpleml.metrics.classification.FnrForMetric method)
(simpleml.metrics.classification.FnrFprMetric method)
(simpleml.metrics.classification.FnrInformednessMetric method)
(simpleml.metrics.classification.FnrMarkednessMetric method)
(simpleml.metrics.classification.FnrMccMetric method)
(simpleml.metrics.classification.FnrNpvMetric method)
(simpleml.metrics.classification.FnrPpvMetric method)
(simpleml.metrics.classification.FnrPredictedNegativeRateMetric method)
(simpleml.metrics.classification.FnrPredictedPositiveRateMetric method)
(simpleml.metrics.classification.FnrThresholdMetric method)
(simpleml.metrics.classification.FnrTnrMetric method)
(simpleml.metrics.classification.FnrTprMetric method)
(simpleml.metrics.classification.ForAccuracyMetric method)
(simpleml.metrics.classification.ForF1ScoreMetric method)
(simpleml.metrics.classification.ForFdrMetric method)
(simpleml.metrics.classification.ForFnrMetric method)
(simpleml.metrics.classification.ForFprMetric method)
(simpleml.metrics.classification.ForInformednessMetric method)
(simpleml.metrics.classification.ForMarkednessMetric method)
(simpleml.metrics.classification.ForMccMetric method)
(simpleml.metrics.classification.ForNpvMetric method)
(simpleml.metrics.classification.ForPpvMetric method)
(simpleml.metrics.classification.ForPredictedNegativeRateMetric method)
(simpleml.metrics.classification.ForPredictedPositiveRateMetric method)
(simpleml.metrics.classification.ForThresholdMetric method)
(simpleml.metrics.classification.ForTnrMetric method)
(simpleml.metrics.classification.ForTprMetric method)
(simpleml.metrics.classification.FprAccuracyMetric method)
(simpleml.metrics.classification.FprF1ScoreMetric method)
(simpleml.metrics.classification.FprFdrMetric method)
(simpleml.metrics.classification.FprFnrMetric method)
(simpleml.metrics.classification.FprForMetric method)
(simpleml.metrics.classification.FprInformednessMetric method)
(simpleml.metrics.classification.FprMarkednessMetric method)
(simpleml.metrics.classification.FprMccMetric method)
(simpleml.metrics.classification.FprMetric method)
(simpleml.metrics.classification.FprNpvMetric method)
(simpleml.metrics.classification.FprPpvMetric method)
(simpleml.metrics.classification.FprPredictedNegativeRateMetric method)
(simpleml.metrics.classification.FprPredictedPositiveRateMetric method)
(simpleml.metrics.classification.FprThresholdMetric method)
(simpleml.metrics.classification.FprTnrMetric method)
(simpleml.metrics.classification.FprTprMetric method)
(simpleml.metrics.classification.NpvAccuracyMetric method)
(simpleml.metrics.classification.NpvF1ScoreMetric method)
(simpleml.metrics.classification.NpvFdrMetric method)
(simpleml.metrics.classification.NpvFnrMetric method)
(simpleml.metrics.classification.NpvForMetric method)
(simpleml.metrics.classification.NpvFprMetric method)
(simpleml.metrics.classification.NpvInformednessMetric method)
(simpleml.metrics.classification.NpvMarkednessMetric method)
(simpleml.metrics.classification.NpvMccMetric method)
(simpleml.metrics.classification.NpvPpvMetric method)
(simpleml.metrics.classification.NpvPredictedNegativeRateMetric method)
(simpleml.metrics.classification.NpvPredictedPositiveRateMetric method)
(simpleml.metrics.classification.NpvThresholdMetric method)
(simpleml.metrics.classification.NpvTnrMetric method)
(simpleml.metrics.classification.NpvTprMetric method)
(simpleml.metrics.classification.PpvAccuracyMetric method)
(simpleml.metrics.classification.PpvF1ScoreMetric method)
(simpleml.metrics.classification.PpvFdrMetric method)
(simpleml.metrics.classification.PpvFnrMetric method)
(simpleml.metrics.classification.PpvForMetric method)
(simpleml.metrics.classification.PpvFprMetric method)
(simpleml.metrics.classification.PpvInformednessMetric method)
(simpleml.metrics.classification.PpvMarkednessMetric method)
(simpleml.metrics.classification.PpvMccMetric method)
(simpleml.metrics.classification.PpvNpvMetric method)
(simpleml.metrics.classification.PpvPredictedNegativeRateMetric method)
(simpleml.metrics.classification.PpvPredictedPositiveRateMetric method)
(simpleml.metrics.classification.PpvThresholdMetric method)
(simpleml.metrics.classification.PpvTnrMetric method)
(simpleml.metrics.classification.PpvTprMetric method)
(simpleml.metrics.classification.PredictedNegativeRateAccuracyMetric method)
(simpleml.metrics.classification.PredictedNegativeRateF1ScoreMetric method)
(simpleml.metrics.classification.PredictedNegativeRateFdrMetric method)
(simpleml.metrics.classification.PredictedNegativeRateFnrMetric method)
(simpleml.metrics.classification.PredictedNegativeRateForMetric method)
(simpleml.metrics.classification.PredictedNegativeRateFprMetric method)
(simpleml.metrics.classification.PredictedNegativeRateInformednessMetric method)
(simpleml.metrics.classification.PredictedNegativeRateMarkednessMetric method)
(simpleml.metrics.classification.PredictedNegativeRateMccMetric method)
(simpleml.metrics.classification.PredictedNegativeRateNpvMetric method)
(simpleml.metrics.classification.PredictedNegativeRatePpvMetric method)
(simpleml.metrics.classification.PredictedNegativeRatePredictedPositiveRateMetric method)
(simpleml.metrics.classification.PredictedNegativeRateThresholdMetric method)
(simpleml.metrics.classification.PredictedNegativeRateTnrMetric method)
(simpleml.metrics.classification.PredictedNegativeRateTprMetric method)
(simpleml.metrics.classification.PredictedPositiveRateAccuracyMetric method)
(simpleml.metrics.classification.PredictedPositiveRateF1ScoreMetric method)
(simpleml.metrics.classification.PredictedPositiveRateFdrMetric method)
(simpleml.metrics.classification.PredictedPositiveRateFnrMetric method)
(simpleml.metrics.classification.PredictedPositiveRateForMetric method)
(simpleml.metrics.classification.PredictedPositiveRateFprMetric method)
(simpleml.metrics.classification.PredictedPositiveRateInformednessMetric method)
(simpleml.metrics.classification.PredictedPositiveRateMarkednessMetric method)
(simpleml.metrics.classification.PredictedPositiveRateMccMetric method)
(simpleml.metrics.classification.PredictedPositiveRateNpvMetric method)
(simpleml.metrics.classification.PredictedPositiveRatePpvMetric method)
(simpleml.metrics.classification.PredictedPositiveRatePredictedNegativeRateMetric method)
(simpleml.metrics.classification.PredictedPositiveRateThresholdMetric method)
(simpleml.metrics.classification.PredictedPositiveRateTnrMetric method)
(simpleml.metrics.classification.PredictedPositiveRateTprMetric method)
(simpleml.metrics.classification.RocAucMetric method)
(simpleml.metrics.classification.ThresholdAccuracyMetric method)
(simpleml.metrics.classification.ThresholdF1ScoreMetric method)
(simpleml.metrics.classification.ThresholdFdrMetric method)
(simpleml.metrics.classification.ThresholdFnrMetric method)
(simpleml.metrics.classification.ThresholdForMetric method)
(simpleml.metrics.classification.ThresholdFprMetric method)
(simpleml.metrics.classification.ThresholdInformednessMetric method)
(simpleml.metrics.classification.ThresholdMarkednessMetric method)
(simpleml.metrics.classification.ThresholdMccMetric method)
(simpleml.metrics.classification.ThresholdNpvMetric method)
(simpleml.metrics.classification.ThresholdPpvMetric method)
(simpleml.metrics.classification.ThresholdPredictedNegativeRateMetric method)
(simpleml.metrics.classification.ThresholdPredictedPositiveRateMetric method)
(simpleml.metrics.classification.ThresholdTnrMetric method)
(simpleml.metrics.classification.ThresholdTprMetric method)
(simpleml.metrics.classification.TnrAccuracyMetric method)
(simpleml.metrics.classification.TnrF1ScoreMetric method)
(simpleml.metrics.classification.TnrFdrMetric method)
(simpleml.metrics.classification.TnrFnrMetric method)
(simpleml.metrics.classification.TnrForMetric method)
(simpleml.metrics.classification.TnrFprMetric method)
(simpleml.metrics.classification.TnrInformednessMetric method)
(simpleml.metrics.classification.TnrMarkednessMetric method)
(simpleml.metrics.classification.TnrMccMetric method)
(simpleml.metrics.classification.TnrNpvMetric method)
(simpleml.metrics.classification.TnrPpvMetric method)
(simpleml.metrics.classification.TnrPredictedNegativeRateMetric method)
(simpleml.metrics.classification.TnrPredictedPositiveRateMetric method)
(simpleml.metrics.classification.TnrThresholdMetric method)
(simpleml.metrics.classification.TnrTprMetric method)
(simpleml.metrics.classification.TprAccuracyMetric method)
(simpleml.metrics.classification.TprF1ScoreMetric method)
(simpleml.metrics.classification.TprFdrMetric method)
(simpleml.metrics.classification.TprFnrMetric method)
(simpleml.metrics.classification.TprForMetric method)
(simpleml.metrics.classification.TprFprMetric method)
(simpleml.metrics.classification.TprInformednessMetric method)
(simpleml.metrics.classification.TprMarkednessMetric method)
(simpleml.metrics.classification.TprMccMetric method)
(simpleml.metrics.classification.TprMetric method)
(simpleml.metrics.classification.TprNpvMetric method)
(simpleml.metrics.classification.TprPpvMetric method)
(simpleml.metrics.classification.TprPredictedNegativeRateMetric method)
(simpleml.metrics.classification.TprPredictedPositiveRateMetric method)
(simpleml.metrics.classification.TprThresholdMetric method)
(simpleml.metrics.classification.TprTnrMetric method)
(simpleml.models.base_model.AbstractModel method)
(simpleml.models.external_models.ExternalModelMixin method)
ScoringError
SerializingTests (class in simpleml.tests.test_serializing)
set_params() (simpleml.models.base_keras_model.KerasModel method)
(simpleml.models.base_model.AbstractModel method)
(simpleml.models.external_models.ExternalModelMixin method)
(simpleml.pipelines.base_pipeline.AbstractPipeline method)
(simpleml.pipelines.external_pipelines.DefaultPipeline method)
(simpleml.transformers.base_transformer.Transformer method)
(simpleml.transformers.base_transformer.TransformerMixin method)
setup_package() (in module simpleml.tests)
simpleml (module)
simpleml.datasets (module)
simpleml.datasets.abstract_mixin (module)
simpleml.datasets.base_dataset (module)
simpleml.datasets.numpy_mixin (module)
simpleml.datasets.pandas_mixin (module)
simpleml.metrics (module)
simpleml.metrics.base_metric (module)
simpleml.metrics.classification (module)
simpleml.models (module)
simpleml.models.base_keras_model (module)
simpleml.models.base_model (module)
simpleml.models.base_sklearn_model (module)
simpleml.models.classifiers (module)
simpleml.models.classifiers.classification_mixin (module)
simpleml.models.classifiers.external_models (module)
simpleml.models.classifiers.keras (module)
simpleml.models.classifiers.keras.base_keras_classifier (module)
simpleml.models.classifiers.keras.model (module)
simpleml.models.classifiers.keras.seq2seq (module)
simpleml.models.classifiers.keras.sequential (module)
simpleml.models.classifiers.sklearn (module)
simpleml.models.classifiers.sklearn.base_sklearn_classifier (module)
simpleml.models.classifiers.sklearn.dummy (module)
simpleml.models.classifiers.sklearn.ensemble (module)
simpleml.models.classifiers.sklearn.gaussian_process (module)
simpleml.models.classifiers.sklearn.linear_model (module)
simpleml.models.classifiers.sklearn.mixture (module)
simpleml.models.classifiers.sklearn.multiclass (module)
simpleml.models.classifiers.sklearn.multioutput (module)
simpleml.models.classifiers.sklearn.naive_bayes (module)
simpleml.models.classifiers.sklearn.neighbors (module)
simpleml.models.classifiers.sklearn.neural_network (module)
simpleml.models.classifiers.sklearn.svm (module)
simpleml.models.classifiers.sklearn.tree (module)
simpleml.models.clusterers (module)
simpleml.models.external_models (module)
simpleml.models.regressors (module)
simpleml.models.transfer (module)
simpleml.persistables (module)
simpleml.persistables.base_persistable (module)
simpleml.persistables.base_sqlalchemy (module)
simpleml.persistables.binary_blob (module)
simpleml.persistables.dataset_storage (module)
simpleml.persistables.guid (module)
simpleml.persistables.hashing (module)
simpleml.persistables.meta_registry (module)
simpleml.persistables.saving (module)
simpleml.persistables.serializing (module)
simpleml.pipelines (module)
simpleml.pipelines.base_pipeline (module)
simpleml.pipelines.external_pipelines (module)
simpleml.pipelines.validation_split_mixins (module)
simpleml.tests (module)
simpleml.tests.test_registry (module)
simpleml.tests.test_serializing (module)
simpleml.transformers (module)
simpleml.transformers.base_transformer (module)
simpleml.transformers.fitful_transformers (module)
simpleml.transformers.fitless_transformers (module)
simpleml.utils (module)
simpleml.utils.errors (module)
simpleml.utils.initialization (module)
simpleml.utils.library_versions (module)
simpleml.utils.postgres (module)
simpleml.utils.scoring (module)
simpleml.utils.scoring.load_persistable (module)
simpleml.utils.system_path (module)
simpleml.utils.training (module)
simpleml.utils.training.create_persistable (module)
SimpleMLError
SklearnAdaBoostClassifier (class in simpleml.models.classifiers.sklearn.ensemble)
SklearnBaggingClassifier (class in simpleml.models.classifiers.sklearn.ensemble)
SklearnBayesianGaussianMixture (class in simpleml.models.classifiers.sklearn.mixture)
SklearnBernoulliNB (class in simpleml.models.classifiers.sklearn.naive_bayes)
SklearnClassifier (class in simpleml.models.classifiers.sklearn.base_sklearn_classifier)
SklearnClassifierChain (class in simpleml.models.classifiers.sklearn.multioutput)
SklearnDecisionTreeClassifier (class in simpleml.models.classifiers.sklearn.tree)
SklearnDummyClassifier (class in simpleml.models.classifiers.sklearn.dummy)
SklearnExtraTreeClassifier (class in simpleml.models.classifiers.sklearn.tree)
SklearnExtraTreesClassifier (class in simpleml.models.classifiers.sklearn.ensemble)
SklearnGaussianMixture (class in simpleml.models.classifiers.sklearn.mixture)
SklearnGaussianNB (class in simpleml.models.classifiers.sklearn.naive_bayes)
SklearnGaussianProcessClassifier (class in simpleml.models.classifiers.sklearn.gaussian_process)
SklearnGradientBoostingClassifier (class in simpleml.models.classifiers.sklearn.ensemble)
SklearnKNeighborsClassifier (class in simpleml.models.classifiers.sklearn.neighbors)
SklearnLinearSVC (class in simpleml.models.classifiers.sklearn.svm)
SklearnLogisticRegression (class in simpleml.models.classifiers.sklearn.linear_model)
SklearnLogisticRegressionCV (class in simpleml.models.classifiers.sklearn.linear_model)
SklearnMLPClassifier (class in simpleml.models.classifiers.sklearn.neural_network)
SklearnModel (class in simpleml.models.base_sklearn_model)
SklearnMultinomialNB (class in simpleml.models.classifiers.sklearn.naive_bayes)
SklearnMultiOutputClassifier (class in simpleml.models.classifiers.sklearn.multioutput)
SklearnNuSVC (class in simpleml.models.classifiers.sklearn.svm)
SklearnOneVsOneClassifier (class in simpleml.models.classifiers.sklearn.multiclass)
SklearnOneVsRestClassifier (class in simpleml.models.classifiers.sklearn.multiclass)
SklearnOutputCodeClassifier (class in simpleml.models.classifiers.sklearn.multiclass)
SklearnPerceptron (class in simpleml.models.classifiers.sklearn.linear_model)
SklearnPipeline (class in simpleml.pipelines.external_pipelines)
SklearnRandomForestClassifier (class in simpleml.models.classifiers.sklearn.ensemble)
SklearnRidgeClassifier (class in simpleml.models.classifiers.sklearn.linear_model)
SklearnRidgeClassifierCV (class in simpleml.models.classifiers.sklearn.linear_model)
SklearnSGDClassifier (class in simpleml.models.classifiers.sklearn.linear_model)
SklearnSVC (class in simpleml.models.classifiers.sklearn.svm)
SklearnVotingClassifier (class in simpleml.models.classifiers.sklearn.ensemble)
split_dataset() (simpleml.pipelines.validation_split_mixins.ExplicitSplitMixin method)
(simpleml.pipelines.validation_split_mixins.NoSplitMixin method)
(simpleml.pipelines.validation_split_mixins.RandomSplitMixin method)
(simpleml.pipelines.validation_split_mixins.SplitMixin method)
SplitMixin (class in simpleml.pipelines.validation_split_mixins)
state (simpleml.persistables.base_persistable.Persistable attribute)
T
teardown_package() (in module simpleml.tests)
test_abstract_method_error() (simpleml.tests.test_registry.MetaRegistryTests method)
test_dict_serializing_int_keys() (simpleml.tests.test_serializing.SerializingTests method)
test_dict_serializing_no_int_keys() (simpleml.tests.test_serializing.SerializingTests method)
test_duplicate_class_error() (simpleml.tests.test_registry.RegistryTests method)
test_list_serializing() (simpleml.tests.test_serializing.SerializingTests method)
test_nested_list_serializing() (simpleml.tests.test_serializing.SerializingTests method)
test_number_serializing() (simpleml.tests.test_serializing.SerializingTests method)
test_register_on_import() (simpleml.tests.test_registry.MetaRegistryTests method)
test_registry_adds_class_name() (simpleml.tests.test_registry.RegistryTests method)
test_top_level_serializing() (simpleml.tests.test_serializing.SerializingTests method)
TestClass (class in simpleml.tests.test_serializing)
ThresholdAccuracyMetric (class in simpleml.metrics.classification)
ThresholdF1ScoreMetric (class in simpleml.metrics.classification)
ThresholdFdrMetric (class in simpleml.metrics.classification)
ThresholdFnrMetric (class in simpleml.metrics.classification)
ThresholdForMetric (class in simpleml.metrics.classification)
ThresholdFprMetric (class in simpleml.metrics.classification)
ThresholdInformednessMetric (class in simpleml.metrics.classification)
ThresholdMarkednessMetric (class in simpleml.metrics.classification)
ThresholdMccMetric (class in simpleml.metrics.classification)
ThresholdNpvMetric (class in simpleml.metrics.classification)
ThresholdPpvMetric (class in simpleml.metrics.classification)
ThresholdPredictedNegativeRateMetric (class in simpleml.metrics.classification)
ThresholdPredictedPositiveRateMetric (class in simpleml.metrics.classification)
thresholds (simpleml.metrics.classification.BinaryClassificationMetric attribute)
ThresholdTnrMetric (class in simpleml.metrics.classification)
ThresholdTprMetric (class in simpleml.metrics.classification)
TnrAccuracyMetric (class in simpleml.metrics.classification)
TnrF1ScoreMetric (class in simpleml.metrics.classification)
TnrFdrMetric (class in simpleml.metrics.classification)
TnrFnrMetric (class in simpleml.metrics.classification)
TnrForMetric (class in simpleml.metrics.classification)
TnrFprMetric (class in simpleml.metrics.classification)
TnrInformednessMetric (class in simpleml.metrics.classification)
TnrMarkednessMetric (class in simpleml.metrics.classification)
TnrMccMetric (class in simpleml.metrics.classification)
TnrNpvMetric (class in simpleml.metrics.classification)
TnrPpvMetric (class in simpleml.metrics.classification)
TnrPredictedNegativeRateMetric (class in simpleml.metrics.classification)
TnrPredictedPositiveRateMetric (class in simpleml.metrics.classification)
TnrThresholdMetric (class in simpleml.metrics.classification)
TnrTprMetric (class in simpleml.metrics.classification)
TprAccuracyMetric (class in simpleml.metrics.classification)
TprF1ScoreMetric (class in simpleml.metrics.classification)
TprFdrMetric (class in simpleml.metrics.classification)
TprFnrMetric (class in simpleml.metrics.classification)
TprForMetric (class in simpleml.metrics.classification)
TprFprMetric (class in simpleml.metrics.classification)
TprInformednessMetric (class in simpleml.metrics.classification)
TprMarkednessMetric (class in simpleml.metrics.classification)
TprMccMetric (class in simpleml.metrics.classification)
TprMetric (class in simpleml.metrics.classification)
TprNpvMetric (class in simpleml.metrics.classification)
TprPpvMetric (class in simpleml.metrics.classification)
TprPredictedNegativeRateMetric (class in simpleml.metrics.classification)
TprPredictedPositiveRateMetric (class in simpleml.metrics.classification)
TprThresholdMetric (class in simpleml.metrics.classification)
TprTnrMetric (class in simpleml.metrics.classification)
TrainingError
transfer_weights() (simpleml.models.base_keras_model.KerasModel static method)
transform() (simpleml.models.base_model.AbstractModel method)
(simpleml.pipelines.base_pipeline.AbstractPipeline method)
(simpleml.pipelines.base_pipeline.GeneratorPipeline method)
(simpleml.pipelines.external_pipelines.DefaultPipeline method)
(simpleml.transformers.base_transformer.TransformerMixin method)
Transformer (class in simpleml.transformers.base_transformer)
TransformerMixin (class in simpleml.transformers.base_transformer)
true_negative_rate (simpleml.metrics.classification.BinaryClassificationMetric attribute)
true_positive_rate (simpleml.metrics.classification.BinaryClassificationMetric attribute)
U
upgrade() (simpleml.utils.initialization.Database method)
V
values (simpleml.metrics.base_metric.AbstractMetric attribute)
(simpleml.metrics.base_metric.Metric attribute)
(simpleml.metrics.classification.AccuracyMetric attribute)
(simpleml.metrics.classification.BinaryClassificationMetric attribute)
(simpleml.metrics.classification.ClassificationMetric attribute)
(simpleml.metrics.classification.F1ScoreMetric attribute)
(simpleml.metrics.classification.FdrAccuracyMetric attribute)
(simpleml.metrics.classification.FdrF1ScoreMetric attribute)
(simpleml.metrics.classification.FdrFnrMetric attribute)
(simpleml.metrics.classification.FdrForMetric attribute)
(simpleml.metrics.classification.FdrFprMetric attribute)
(simpleml.metrics.classification.FdrInformednessMetric attribute)
(simpleml.metrics.classification.FdrMarkednessMetric attribute)
(simpleml.metrics.classification.FdrMccMetric attribute)
(simpleml.metrics.classification.FdrNpvMetric attribute)
(simpleml.metrics.classification.FdrPpvMetric attribute)
(simpleml.metrics.classification.FdrPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.FdrPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.FdrThresholdMetric attribute)
(simpleml.metrics.classification.FdrTnrMetric attribute)
(simpleml.metrics.classification.FdrTprMetric attribute)
(simpleml.metrics.classification.FnrAccuracyMetric attribute)
(simpleml.metrics.classification.FnrF1ScoreMetric attribute)
(simpleml.metrics.classification.FnrFdrMetric attribute)
(simpleml.metrics.classification.FnrForMetric attribute)
(simpleml.metrics.classification.FnrFprMetric attribute)
(simpleml.metrics.classification.FnrInformednessMetric attribute)
(simpleml.metrics.classification.FnrMarkednessMetric attribute)
(simpleml.metrics.classification.FnrMccMetric attribute)
(simpleml.metrics.classification.FnrNpvMetric attribute)
(simpleml.metrics.classification.FnrPpvMetric attribute)
(simpleml.metrics.classification.FnrPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.FnrPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.FnrThresholdMetric attribute)
(simpleml.metrics.classification.FnrTnrMetric attribute)
(simpleml.metrics.classification.FnrTprMetric attribute)
(simpleml.metrics.classification.ForAccuracyMetric attribute)
(simpleml.metrics.classification.ForF1ScoreMetric attribute)
(simpleml.metrics.classification.ForFdrMetric attribute)
(simpleml.metrics.classification.ForFnrMetric attribute)
(simpleml.metrics.classification.ForFprMetric attribute)
(simpleml.metrics.classification.ForInformednessMetric attribute)
(simpleml.metrics.classification.ForMarkednessMetric attribute)
(simpleml.metrics.classification.ForMccMetric attribute)
(simpleml.metrics.classification.ForNpvMetric attribute)
(simpleml.metrics.classification.ForPpvMetric attribute)
(simpleml.metrics.classification.ForPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.ForPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.ForThresholdMetric attribute)
(simpleml.metrics.classification.ForTnrMetric attribute)
(simpleml.metrics.classification.ForTprMetric attribute)
(simpleml.metrics.classification.FprAccuracyMetric attribute)
(simpleml.metrics.classification.FprF1ScoreMetric attribute)
(simpleml.metrics.classification.FprFdrMetric attribute)
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(simpleml.metrics.classification.PredictedNegativeRateForMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateFprMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateInformednessMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateMarkednessMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateMccMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateNpvMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRatePpvMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRatePredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateThresholdMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateTnrMetric attribute)
(simpleml.metrics.classification.PredictedNegativeRateTprMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateAccuracyMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateF1ScoreMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateFdrMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateFnrMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateForMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateFprMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateInformednessMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateMarkednessMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateMccMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateNpvMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRatePpvMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRatePredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateThresholdMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateTnrMetric attribute)
(simpleml.metrics.classification.PredictedPositiveRateTprMetric attribute)
(simpleml.metrics.classification.RocAucMetric attribute)
(simpleml.metrics.classification.ThresholdAccuracyMetric attribute)
(simpleml.metrics.classification.ThresholdF1ScoreMetric attribute)
(simpleml.metrics.classification.ThresholdFdrMetric attribute)
(simpleml.metrics.classification.ThresholdFnrMetric attribute)
(simpleml.metrics.classification.ThresholdForMetric attribute)
(simpleml.metrics.classification.ThresholdFprMetric attribute)
(simpleml.metrics.classification.ThresholdInformednessMetric attribute)
(simpleml.metrics.classification.ThresholdMarkednessMetric attribute)
(simpleml.metrics.classification.ThresholdMccMetric attribute)
(simpleml.metrics.classification.ThresholdNpvMetric attribute)
(simpleml.metrics.classification.ThresholdPpvMetric attribute)
(simpleml.metrics.classification.ThresholdPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.ThresholdPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.ThresholdTnrMetric attribute)
(simpleml.metrics.classification.ThresholdTprMetric attribute)
(simpleml.metrics.classification.TnrAccuracyMetric attribute)
(simpleml.metrics.classification.TnrF1ScoreMetric attribute)
(simpleml.metrics.classification.TnrFdrMetric attribute)
(simpleml.metrics.classification.TnrFnrMetric attribute)
(simpleml.metrics.classification.TnrForMetric attribute)
(simpleml.metrics.classification.TnrFprMetric attribute)
(simpleml.metrics.classification.TnrInformednessMetric attribute)
(simpleml.metrics.classification.TnrMarkednessMetric attribute)
(simpleml.metrics.classification.TnrMccMetric attribute)
(simpleml.metrics.classification.TnrNpvMetric attribute)
(simpleml.metrics.classification.TnrPpvMetric attribute)
(simpleml.metrics.classification.TnrPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.TnrPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.TnrThresholdMetric attribute)
(simpleml.metrics.classification.TnrTprMetric attribute)
(simpleml.metrics.classification.TprAccuracyMetric attribute)
(simpleml.metrics.classification.TprF1ScoreMetric attribute)
(simpleml.metrics.classification.TprFdrMetric attribute)
(simpleml.metrics.classification.TprFnrMetric attribute)
(simpleml.metrics.classification.TprForMetric attribute)
(simpleml.metrics.classification.TprFprMetric attribute)
(simpleml.metrics.classification.TprInformednessMetric attribute)
(simpleml.metrics.classification.TprMarkednessMetric attribute)
(simpleml.metrics.classification.TprMccMetric attribute)
(simpleml.metrics.classification.TprMetric attribute)
(simpleml.metrics.classification.TprNpvMetric attribute)
(simpleml.metrics.classification.TprPpvMetric attribute)
(simpleml.metrics.classification.TprPredictedNegativeRateMetric attribute)
(simpleml.metrics.classification.TprPredictedPositiveRateMetric attribute)
(simpleml.metrics.classification.TprThresholdMetric attribute)
(simpleml.metrics.classification.TprTnrMetric attribute)
(simpleml.models.base_keras_model.KerasModel attribute)
(simpleml.models.base_model.Model attribute)
(simpleml.models.base_sklearn_model.SklearnModel attribute)
(simpleml.models.classifiers.keras.base_keras_classifier.KerasClassifier attribute)
(simpleml.models.classifiers.keras.model.KerasModelClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasEncoderDecoderClassifier attribute)
(simpleml.models.classifiers.keras.seq2seq.KerasSeq2SeqClassifier attribute)
(simpleml.models.classifiers.keras.sequential.KerasSequentialClassifier attribute)
(simpleml.models.classifiers.sklearn.base_sklearn_classifier.SklearnClassifier attribute)
(simpleml.models.classifiers.sklearn.dummy.SklearnDummyClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnAdaBoostClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnBaggingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnExtraTreesClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnGradientBoostingClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnRandomForestClassifier attribute)
(simpleml.models.classifiers.sklearn.ensemble.SklearnVotingClassifier attribute)
(simpleml.models.classifiers.sklearn.gaussian_process.SklearnGaussianProcessClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegression attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnLogisticRegressionCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnPerceptron attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifier attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnRidgeClassifierCV attribute)
(simpleml.models.classifiers.sklearn.linear_model.SklearnSGDClassifier attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnBayesianGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.mixture.SklearnGaussianMixture attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsOneClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOneVsRestClassifier attribute)
(simpleml.models.classifiers.sklearn.multiclass.SklearnOutputCodeClassifier attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnClassifierChain attribute)
(simpleml.models.classifiers.sklearn.multioutput.SklearnMultiOutputClassifier attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnBernoulliNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnGaussianNB attribute)
(simpleml.models.classifiers.sklearn.naive_bayes.SklearnMultinomialNB attribute)
(simpleml.models.classifiers.sklearn.neighbors.SklearnKNeighborsClassifier attribute)
(simpleml.models.classifiers.sklearn.neural_network.SklearnMLPClassifier attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnLinearSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnNuSVC attribute)
(simpleml.models.classifiers.sklearn.svm.SklearnSVC attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnDecisionTreeClassifier attribute)
(simpleml.models.classifiers.sklearn.tree.SklearnExtraTreeClassifier attribute)
(simpleml.persistables.base_persistable.Persistable attribute)
(simpleml.pipelines.ChronologicalSplitGeneratorPipeline attribute)
(simpleml.pipelines.ChronologicalSplitPipeline attribute)
(simpleml.pipelines.ExplicitSplitGeneratorPipeline attribute)
(simpleml.pipelines.ExplicitSplitPipeline attribute)
(simpleml.pipelines.NoSplitGeneratorPipeline attribute)
(simpleml.pipelines.NoSplitPipeline attribute)
(simpleml.pipelines.RandomSplitGeneratorPipeline attribute)
(simpleml.pipelines.RandomSplitPipeline attribute)
(simpleml.pipelines.base_pipeline.GeneratorPipeline attribute)
(simpleml.pipelines.base_pipeline.Pipeline attribute)
W
WrappedKerasModelClassifier (class in simpleml.models.classifiers.keras.model)
WrappedKerasSequentialClassifier (class in simpleml.models.classifiers.keras.sequential)
WrappedSklearnAdaBoostClassifier (class in simpleml.models.classifiers.sklearn.ensemble)
WrappedSklearnBaggingClassifier (class in simpleml.models.classifiers.sklearn.ensemble)
WrappedSklearnBayesianGaussianMixture (class in simpleml.models.classifiers.sklearn.mixture)
WrappedSklearnBernoulliNB (class in simpleml.models.classifiers.sklearn.naive_bayes)
WrappedSklearnClassifierChain (class in simpleml.models.classifiers.sklearn.multioutput)
WrappedSklearnDecisionTreeClassifier (class in simpleml.models.classifiers.sklearn.tree)
WrappedSklearnDummyClassifier (class in simpleml.models.classifiers.sklearn.dummy)
WrappedSklearnExtraTreeClassifier (class in simpleml.models.classifiers.sklearn.tree)
WrappedSklearnExtraTreesClassifier (class in simpleml.models.classifiers.sklearn.ensemble)
WrappedSklearnGaussianMixture (class in simpleml.models.classifiers.sklearn.mixture)
WrappedSklearnGaussianNB (class in simpleml.models.classifiers.sklearn.naive_bayes)
WrappedSklearnGaussianProcessClassifier (class in simpleml.models.classifiers.sklearn.gaussian_process)
WrappedSklearnGradientBoostingClassifier (class in simpleml.models.classifiers.sklearn.ensemble)
WrappedSklearnKNeighborsClassifier (class in simpleml.models.classifiers.sklearn.neighbors)
WrappedSklearnLinearSVC (class in simpleml.models.classifiers.sklearn.svm)
WrappedSklearnLogisticRegression (class in simpleml.models.classifiers.sklearn.linear_model)
WrappedSklearnLogisticRegressionCV (class in simpleml.models.classifiers.sklearn.linear_model)
WrappedSklearnMLPClassifier (class in simpleml.models.classifiers.sklearn.neural_network)
WrappedSklearnMultinomialNB (class in simpleml.models.classifiers.sklearn.naive_bayes)
WrappedSklearnMultiOutputClassifier (class in simpleml.models.classifiers.sklearn.multioutput)
WrappedSklearnNuSVC (class in simpleml.models.classifiers.sklearn.svm)
WrappedSklearnOneVsOneClassifier (class in simpleml.models.classifiers.sklearn.multiclass)
WrappedSklearnOneVsRestClassifier (class in simpleml.models.classifiers.sklearn.multiclass)
WrappedSklearnOutputCodeClassifier (class in simpleml.models.classifiers.sklearn.multiclass)
WrappedSklearnPerceptron (class in simpleml.models.classifiers.sklearn.linear_model)
WrappedSklearnRandomForestClassifier (class in simpleml.models.classifiers.sklearn.ensemble)
WrappedSklearnRidgeClassifier (class in simpleml.models.classifiers.sklearn.linear_model)
WrappedSklearnRidgeClassifierCV (class in simpleml.models.classifiers.sklearn.linear_model)
WrappedSklearnSGDClassifier (class in simpleml.models.classifiers.sklearn.linear_model)
WrappedSklearnSVC (class in simpleml.models.classifiers.sklearn.svm)
WrappedSklearnVotingClassifier (class in simpleml.models.classifiers.sklearn.ensemble)
X
X (simpleml.datasets.abstract_mixin.AbstractDatasetMixin attribute)
(simpleml.datasets.numpy_mixin.NumpyDatasetMixin attribute)
(simpleml.datasets.pandas_mixin.PandasDatasetMixin attribute)
Y
y (simpleml.datasets.abstract_mixin.AbstractDatasetMixin attribute)
(simpleml.datasets.numpy_mixin.NumpyDatasetMixin attribute)
(simpleml.datasets.pandas_mixin.PandasDatasetMixin attribute)
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