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ML utils

Machine Learning Python utils:

  • metrics_utils.py: functions for metrics calculation;
  • lightgbm_utils.py: LightGBM functions (cross-validation with Out Of Fold predictions and etc.);
  • blending_utils.py: function for blending predictions;
  • feature_processing_utils.py: functions for feature processing (clean, label encoding, aggregates and etc.);
  • text_processing_utils.py: functions for russian text processing (lemmatization, stemming, feature engineering);
  • pytesseract_ocr_utils.py: methods for text recognition using pytesseract (preprocessing, text recognition);
  • face_recognition_utils.py: methods for face recognition using face_recognition (knn model for new faces);
  • plotting_utils.py: functions for plotting.

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Python utils for machine learning

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