Nburkhal / awesome_eda

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

📊📉 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