simpleml

Startup module on initial import

Subpackages

• 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.sklearn
    • 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

Submodules

• simpleml.constants
• simpleml.imports

Package Contents

simpleml.__author__ = Elisha Yadgaran

simpleml.__version__