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v0.2.1

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@CyrilJl CyrilJl released this 21 Jan 21:32
· 86 commits to main since this release

This release focuses on reproducibility, documentation upgrades, and better benchmarking utilities, alongside a few behavioral
tweaks and performance improvements in core components.

Highlights:

  • Benchmarks & scripts: added/expanded benchmarking scripts and utilities, plus run helpers (.bat/.sh) for scripted runs.
  • Docs overhaul: significantly expanded usage docs, new/updated benchmarks page, and refreshed examples/assets (including Titanic
    and PEMS-Bay outputs).
  • Imputation/estimators: defaults and preprocessing adjusted (e.g., ridge default intercept behavior, pre‑normalization
    improvements), plus a classifier swap to DecisionTree.
  • Performance: reduced repeated pd.concat usage and added timing tests.
  • Reproducibility: new/updated reproducibility workflows and assets.