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AutoCleanse

A deeplearning-based tool for preprocessing and augmentating tabular data of mixed numerical and categorical data type, including:

  • Data cleaning and imputation
  • Data anonymization
  • Data reconstruction
  • Customizable weighted loss function for dataset-wise performance tuning
  • Outlier detection
  • Evaluation suite

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