When using scikit-learn’s train_test_split, if you want to keep the proportion of classes in the sample the same as the proportion of classes in the entire dataset, use stratify=y.
stratify=y
My previous tips on feature engineering in Python.
Combine SQL and Python Efficiently with Ibis
Formulaic: Write Clear Feature Engineering Code
Simplify Tabular Dataset Preparation with TabularPandas
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