API Docs

API DOCS:

• Input layer — Schema & from_dataframe

  • effector.Schema
  • effector.from_dataframe

• Adapters — model wrappers, the explicit final pass

  • effector.adapters.from_sklearn
  • effector.adapters.classifier_proba
  • effector.adapters.from_torch
  • effector.adapters.check

• Global effect:

  • effector.PDP
  • effector.RHALE
  • effector.ShapDP
  • effector.ALE
  • effector.DerPDP

• Regional effects — find_regions & Partition

  • effector.GlobalEffectBase.find_regions — singular feature= → Partition, plural features= (list / "all" / "heterogeneous") → {name: Partition}
  • effector.Partition
  • effector.Region

• Explained variance — select_regions & the CALM chain

  • effector.GlobalEffectBase.select_regions — which found splits earn their keep, as a CalmSequence
  • effector.CalmSequence
  • effector.CALM

• Triage, comparison & theme

  • effector.plot_triage — importance × heterogeneity plane, before/after arrows with partitions=
  • effector.compare — overlay fitted engines on one feature
  • effector.FeatureEffect — the single-model comparison facade
  • effector.set_theme

• One-click report — explain & Report

  • effector.explain
  • effector.GlobalEffectBase.explain — the one-liner on an already-constructed engine
  • effector.Report

• effector.axis_partitioning

• effector.space_partitioning
• effector.proposers
• Extras — models, datasets, benchmarks