simpleml.datasets package¶
Import modules to register class names in global registry
Define convenience classes composed of different mixins
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class
simpleml.datasets.
NumpyDataset
(has_external_files=True, label_columns=[], **kwargs)[source]¶ Bases:
simpleml.datasets.base_dataset.Dataset
,simpleml.datasets.numpy_mixin.NumpyDatasetMixin
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build_dataframe
()[source]¶ Transform raw dataset via dataset pipeline for production ready dataset Overwrite this method to disable raw dataset requirement
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created_timestamp
¶
-
filepaths
¶
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has_external_files
¶
-
hash_
¶
-
id
¶
-
metadata_
¶
-
modified_timestamp
¶
-
name
¶
-
pipeline
¶
-
pipeline_id
¶
-
project
¶
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registered_name
¶
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version
¶
-
version_description
¶
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-
class
simpleml.datasets.
PandasDataset
(has_external_files=True, label_columns=[], **kwargs)[source]¶ Bases:
simpleml.datasets.base_dataset.Dataset
,simpleml.datasets.pandas_mixin.PandasDatasetMixin
-
build_dataframe
()[source]¶ Transform raw dataset via dataset pipeline for production ready dataset Overwrite this method to disable raw dataset requirement
-
created_timestamp
¶
-
filepaths
¶
-
has_external_files
¶
-
hash_
¶
-
id
¶
-
metadata_
¶
-
modified_timestamp
¶
-
name
¶
-
pipeline
¶
-
pipeline_id
¶
-
project
¶
-
registered_name
¶
-
version
¶
-
version_description
¶
-