lightautoml.pipelines.features
Pipelines for features generation.
Base Classes
Abstract class. |
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Dummy feature pipeline - |
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Helper class contains basic features transformations for tabular data. |
Feature Pipelines for Boosting Models
Creates simple pipeline for tree based models. |
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Create advanced pipeline for trees based models. |
Feature Pipelines for Linear Models
Creates pipeline for linear models and nnets. |
Feature Pipelines for WhiteBox
Simple WhiteBox pipeline. |
Image Feature Pipelines
Class contains basic features transformations for image data. |
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Class contains simple color histogram features for image data. |
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Class contains efficient-net embeddings features for image data. |
Text Feature Pipelines
Class contains basic features transformations for text data. |
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Class contains embedding features for text data. |
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Class contains tfidf features for text data. |
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Features pipeline for BERT. |