Changelog

This page tracks notable changes to lochan-eda across published PyPI releases.

0.1.1 (current)

• AutomatedEDA, HandleNumerical, and HandleCategorical public API as documented on this site.
• Leakage-free TargetEncoder handling for high-cardinality categorical columns (encoder is fit only during is_train=True).
• Schema-safe test-time output: columns reindexed to the training schema, missing columns filled with 0.

0.0.1 – 0.1.0

Earlier releases; detailed per-version notes weren't tracked at the time. See the GitHub tags and commit history for the full history.

Planned

See Contributing → Known gaps for the current roadmap:

• Forward exclude through full_handler() on both handlers
• Configurable missing-value and outlier thresholds
• Optional verbose/logging mode
• Datetime column handling

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