/awesome_eda

Package that contains many helpful utility functions to speed up EDA <-> Modeling process.

Primary LanguagePython

📊📉 Awesome EDA Package 📈💹

Author: Harsh Desai Description: Package that contains many helpful utility functions to speed up EDA <-> Modeling process.

Dependencies:

  • python = 3.7
  • matplotlib <= 3.1.0
  • pandas <= 0.23.4
  • plotly >= 4.0
  • scikit-learn
  • seaborn
  • category_encoders
  • statsmodel
  • shap
  • pdpbox
  • xgboost

Usage:

pip install -i https://test.pypi.org/simple/ super-awesome-eda

Example:

Correlation Heatmap function

Reduce memory usage function