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ARMLET

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  • armlet package
    • armlet.FL_pipeline package
      • armlet.FL_pipeline.FL_algorithms package
      • armlet.FL_pipeline.data_selection package
        • armlet.FL_pipeline.data_selection.FL_algorithms package
        • armlet.FL_pipeline.data_selection.methods package
    • armlet.audit package
    • armlet.data package
      • armlet.data.cleaning package
        • armlet.data.cleaning.missing_values package
      • armlet.data.processing package
        • armlet.data.processing.feature_encoding module
        • armlet.data.processing.format_conversion module
        • armlet.data.processing.image_loading module
        • armlet.data.processing.normalization module
        • armlet.data.processing.utils module
      • armlet.data.datasets module
      • armlet.data.loading module
      • armlet.data.saving module
      • armlet.data.splitter module
      • armlet.data.utils module
    • armlet.eval package
      • armlet.eval.evaluators module
      • armlet.eval.metrics module
    • armlet.utils package
      • armlet.utils.configs module
      • armlet.utils.custom_loss module
      • armlet.utils.log module
      • armlet.utils.net module
    • armlet.run module
  • armlet
  • armlet package
  • armlet.data package
  • armlet.data.processing package

armlet.data.processing package#

Submodules#

  • armlet.data.processing.feature_encoding module
    • one_hot_encoding_pipeline()
    • transform_data_with_one_hot_encoding()
  • armlet.data.processing.format_conversion module
    • convert_bool_and_cat_to_num()
    • convert_dataframes_to_tensors()
    • convert_tensors_to_fast_data_loaders()
    • convert_tensors_to_fluke_data_format()
  • armlet.data.processing.image_loading module
    • load_and_convert_images_to_tensors()
    • load_images_tensor_from_df()
  • armlet.data.processing.normalization module
    • normalization_pipeline()
    • transform_data_with_scaler()
  • armlet.data.processing.utils module
    • apply_processing_to_data()
    • merge_all_X_data()

Module contents#

This module contains the data processing functions.

armlet.data.processing.data_processing_pipeline(data, cfg_data)#

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armlet.data.processing.feature_encoding module

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    • data_processing_pipeline()

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