anitameh / data-science-checklist

Commonly used functions and checks for transformations, EDA and modeling.

README.md

Commonly-used functions and checks for initial exploratory analysis of data transformations, EDA and modeling.

Contents

• analyze: summary statistics, coverage, and outliers.
• feature_engineering: one-hot encoding and handling datetimestamps.
• model_assumptions: generating collinearity plots.