lightautoml.dataset
Provides an internal interface for working with data.
Dataset Interfaces
Basic class for pair - column, role. |
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Basic class to create dataset. |
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Dataset that contains info in np.ndarray format. |
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Dataset that contains pd.DataFrame features and pd.Series targets. |
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Dataset that contains sparse features and np.ndarray targets. |
Roles
Role contains information about the column, which determines how it is processed.
Abstract class for column role. |
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Numeric role. |
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Category role. |
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Text role. |
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Datetime role. |
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Target role. |
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Group role. |
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Drop role. |
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Weights role. |
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Folds role. |
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Path role. |
Utils
Utilities for working with the structure of a dataset.
Parser of roles. |
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Get concatenation function for datasets of different types. |
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Concat of numpy and pandas dataset. |
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Dataset concatenation function. |