SE4ML

We study, design, and analyze the DS pipeline architecture consisting stages such as preprocessing, modeling, training, evaluation, etc.

This dataset is created by mining 5M Python program snapshots. The code is transformed to AST for static analysis.

Mining and analyzing data-science repositories can provide insights from historical data.