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v0.1.0

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@martinez-hub martinez-hub released this 22 Jun 22:54
7833b2a

First release of mushin — distribution name mushin-py (pip install mushin-py, then import mushin).

Run a sweep, get a labeled dataset back.

  • Reproducible experiment workflows on PyTorch Lightning + hydra-zen: MultiRunMetricsWorkflow, RobustnessCurve, MetricsCallback, HydraDDP.
  • New mushin.benchmark.compare: run a standard classification benchmark across trained seeds and get a labeled xarray.Dataset + significance (Wilcoxon default; Welch / paired-t / Mann-Whitney / Student). Metrics via torchmetrics, stats via scipy.
  • Python 3.9–3.14.

Carved out of MIT-LL's unmaintained rai_toolbox.mushin; see CHANGELOG.md for details.