simpleml.datasets package

Import modules to register class names in global registry

Define convenience classes composed of different mixins

class simpleml.datasets.NumpyDataset(has_external_files=True, label_columns=[], **kwargs)[source]

Bases: simpleml.datasets.base_dataset.Dataset, simpleml.datasets.numpy_mixin.NumpyDatasetMixin

author
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
class simpleml.datasets.PandasDataset(has_external_files=True, label_columns=[], **kwargs)[source]

Bases: simpleml.datasets.base_dataset.Dataset, simpleml.datasets.pandas_mixin.PandasDatasetMixin

author
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