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Add evolutionary forest benchmark - #424

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alcides merged 3 commits into
mainfrom
feat/evolutionary-forest-benchmark
Oct 9, 2026
Merged

alcides merged 3 commits into
mainfrom
feat/evolutionary-forest-benchmark

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@alcides

@alcides alcides commented Oct 9, 2026

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Summary

  • add a self-contained Evolutionary Forest-style symbolic regression benchmark
  • represent forests as fixed-size ensembles of grammar-generated expressions
  • average member predictions and optimize MSE
  • add benchmark tests

Validation

  • uvx ruff check . --fix
  • uv run pytest tests/benchmarks/test_evolutionary_forest.py

Closes #106

@alcides
alcides merged commit a59fbf5 into main Oct 9, 2026
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Implement Evolutionary Forest

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