API Reference

This page contains auto-generated API reference documentation 1.

• simpleml
  • simpleml._external
    • simpleml._external.joblib
  • simpleml.adapters
  • simpleml.cli
    • simpleml.cli.database
    • simpleml.cli.main
  • simpleml.datasets
    • simpleml.datasets.dask
      • simpleml.datasets.dask.base
      • simpleml.datasets.dask.file_based
      • simpleml.datasets.dask.pipeline
    • simpleml.datasets.numpy
      • simpleml.datasets.numpy.base
      • simpleml.datasets.numpy.pipeline
    • simpleml.datasets.pandas
      • simpleml.datasets.pandas.base
      • simpleml.datasets.pandas.file_based
      • simpleml.datasets.pandas.pipeline
    • simpleml.datasets.ray
    • simpleml.datasets.tensorflow
    • simpleml.datasets.base_dataset
    • simpleml.datasets.dataset_splits
  • simpleml.executors
    • simpleml.executors.airflow
    • simpleml.executors.beam
    • simpleml.executors.dask
    • simpleml.executors.kubernetes
    • simpleml.executors.multiprocessing
    • simpleml.executors.ray
    • simpleml.executors.threading
  • simpleml.metrics
    • simpleml.metrics.base_metric
    • simpleml.metrics.classification
  • simpleml.models
    • simpleml.models.classifiers
      • simpleml.models.classifiers.keras
        • simpleml.models.classifiers.keras.base_keras_classifier
        • simpleml.models.classifiers.keras.model
        • simpleml.models.classifiers.keras.seq2seq
        • simpleml.models.classifiers.keras.sequential
      • simpleml.models.classifiers.sklearn
        • simpleml.models.classifiers.sklearn.base_sklearn_classifier
        • simpleml.models.classifiers.sklearn.dummy
        • simpleml.models.classifiers.sklearn.ensemble
        • simpleml.models.classifiers.sklearn.gaussian_process
        • simpleml.models.classifiers.sklearn.linear_model
        • simpleml.models.classifiers.sklearn.mixture
        • simpleml.models.classifiers.sklearn.multiclass
        • simpleml.models.classifiers.sklearn.multioutput
        • simpleml.models.classifiers.sklearn.naive_bayes
        • simpleml.models.classifiers.sklearn.neighbors
        • simpleml.models.classifiers.sklearn.neural_network
        • simpleml.models.classifiers.sklearn.svm
        • simpleml.models.classifiers.sklearn.tree
      • simpleml.models.classifiers.classification_mixin
      • simpleml.models.classifiers.external_models
    • simpleml.models.clusterers
    • simpleml.models.regressors
    • simpleml.models.transfer
    • simpleml.models.base_keras_model
    • simpleml.models.base_model
    • simpleml.models.base_sklearn_model
    • simpleml.models.external_models
    • simpleml.models.split_iterators
  • simpleml.orm
    • simpleml.orm.base_sqlalchemy
    • simpleml.orm.dataset
    • simpleml.orm.initialization
    • simpleml.orm.metadata
    • simpleml.orm.metric
    • simpleml.orm.model
    • simpleml.orm.persistable
    • simpleml.orm.pipeline
    • simpleml.orm.serializing
    • simpleml.orm.sqlalchemy_types
  • simpleml.persistables
    • simpleml.persistables.base_persistable
    • simpleml.persistables.hashing
    • simpleml.persistables.meta_registry
  • simpleml.pipelines
    • simpleml.pipelines.beam
    • simpleml.pipelines.ordered_dict
      • simpleml.pipelines.ordered_dict.base
      • simpleml.pipelines.ordered_dict.external_pipeline
      • simpleml.pipelines.ordered_dict.split_pipelines
    • simpleml.pipelines.sklearn
      • simpleml.pipelines.sklearn.base
      • simpleml.pipelines.sklearn.external_pipeline
      • simpleml.pipelines.sklearn.split_pipelines
    • simpleml.pipelines.base_pipeline
    • simpleml.pipelines.external_pipelines
    • simpleml.pipelines.projected_splits
    • simpleml.pipelines.validation_split_mixins
  • simpleml.registries
    • simpleml.registries.keras_registry
    • simpleml.registries.persistable_registry
    • simpleml.registries.registry
  • simpleml.save_patterns
    • simpleml.save_patterns.formats
    • simpleml.save_patterns.locations
      • simpleml.save_patterns.locations.disk
      • simpleml.save_patterns.locations.libcloud
    • simpleml.save_patterns.serializers
      • simpleml.save_patterns.serializers.cloudpickle
      • simpleml.save_patterns.serializers.dask
      • simpleml.save_patterns.serializers.hickle
      • simpleml.save_patterns.serializers.keras
      • simpleml.save_patterns.serializers.pandas
      • simpleml.save_patterns.serializers.pickle
    • simpleml.save_patterns.base
    • simpleml.save_patterns.decorators
  • simpleml.transformers
    • simpleml.transformers.fitful_transformers
    • simpleml.transformers.fitless_transformers
    • simpleml.transformers.base_transformer
  • simpleml.utils
    • simpleml.utils.scoring
      • simpleml.utils.scoring.load_persistable
    • simpleml.utils.training
      • simpleml.utils.training.create_persistable
    • simpleml.utils.binary_blob
    • simpleml.utils.configuration
    • simpleml.utils.errors
    • simpleml.utils.hash_recalculation
    • simpleml.utils.library_versions
    • simpleml.utils.postgres
    • simpleml.utils.signature_inspection
  • simpleml.constants
  • simpleml.imports

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