/AutoDATA-prep

AutoDS-Prep automates the data pre-processing step of Data Science Projects.

Primary LanguagePythonMIT LicenseMIT

autoDATA-prep

autoDATA-prep automates the data pre-processing step, this accelerates the first stage of any Data Analysis/ Data Science/ML pipeline.

  • Removing Missing Values.
  • Converting Categorical Variables to Quantitative Variables.
  • Normalizing Data as an Option.
  • Applying Standardization Techniques to Image Data for Computer Vision.
  • Applications ; General Data Science Projects, ML, Computer Vision, Natural Language Understanding ; Processing and Generation (NLP & NLG), Signal Processing

autoDATA-prep