Skip to content

Reports

← Examples | Home →

Generated evidence artifacts that back the method-selection guide and comparative examples.

Report Description
Method Catalog Auto-generated catalog of library methods with metadata
Comparative Evidence Matrix Empirical evidence across hard-problem comparison examples
Real-Data Recommendation Guide Data-driven method recommendations
Docs Quality Audit Per-file LaTeX/structure review status (generated)
0.3.0 Release Audit 99 defects fixed, plus 6 in batch C2, each with a regression test
0.3.0 API Review Retired. The alias deletions it recommended landed in 0.3.0b1
Benchmark Results Curated pointers to the 0.3.0 parity report, seed-spread report and post-release research benchmarks

Machine-readable artifacts

JSON snapshots live under reports/ at the repo root:

  • reports/method_catalog_latest.json
  • reports/comparative_evidence_matrix_latest.json
  • reports/docs_quality_audit.json — docs LaTeX/structure audit tracker
  • reports/native_pytorch_leverage_matrix_2026-02-26.json — native-vs-custom policy matrix

Regenerate the docs-facing reports with:

pixi run python tools/render_method_catalog.py \
  --markdown-out docs/reports/method_catalog_generated.md \
  --json-out reports/method_catalog_latest.json \
  --update-method-matrix docs/guide/method-selection.md \
  --comparative-evidence-md-out docs/reports/comparative_evidence_matrix.md \
  --comparative-evidence-json-out reports/comparative_evidence_matrix_latest.json
pixi run python -m tools.render_realdata_recommendation_guide \
  --doc docs/reports/real_data_recommendation_guide.md \
  --comparative-json reports/comparative_evidence_matrix_latest.json