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[Autoloop: perf-comparison] Iteration 392: gaussianKDE benchmark pair#423

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[Autoloop: perf-comparison] Iteration 392: gaussianKDE benchmark pair#423
github-actions[bot] wants to merge 8 commits into
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Adds a new TypeScript + Python benchmark pair for gaussianKDE, bringing the total from 728 → 729 matched pairs.

New benchmark

  • bench_gaussianKDE — Gaussian KDE evaluate() on 1000-point dataset at 200 grid points using Silverman bandwidth. Uses pure-numpy implementation on the Python side (no scipy) to match pages workflow constraints.

Details

  • Dataset: 1000 points (sinusoidal mix simulating a bimodal distribution)
  • Grid: 200 evaluation points from x=-5 to x=10
  • Warm-up: 3 iterations, Measured: 20 iterations
  • Python: pure numpy Gaussian kernel with Silverman rule h = (4/3n)^(1/5) * σ

Metric

  • Previous best: 728
  • This iteration: 729

Program issue: #221
State file: perf-comparison.md

🤖 This PR is maintained by Autoloop. Each accepted iteration adds a commit to this branch.

Run: https://github.com/githubnext/tsb/actions/runs/29096370299

Generated by Autoloop · 792.1 AIC · ⌖ 12.1 AIC · ⊞ 51.8K ·
Comment /autoloop to run again

Add bench_gaussianKDE.ts and bench_gaussianKDE.py — benchmarks Gaussian KDE
evaluate on 1000-point dataset at 200 grid points using Silverman bandwidth.
Metric: 728 → 729.

Run: https://github.com/githubnext/tsb/actions/runs/29096370299

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
github-actions Bot and others added 2 commits July 10, 2026 13:39
Add bench_hypothesis_tests.ts and bench_hypothesis_tests.py benchmarking
ttest1samp, ttestInd, ttestRel, fOneway, pearsonr, spearmanr, mannWhitneyU
over N=1000 samples, 20 measured iterations. metric 729→730.

Run: https://github.com/githubnext/tsb/actions/runs/29134514272

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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Commit pushed: 4d9c9c8

Generated by Autoloop · 488.8 AIC · ⌖ 12.3 AIC · ⊞ 51.8K

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Commit pushed: 00591a9

Generated by Autoloop · 682.7 AIC · ⌖ 11.8 AIC · ⊞ 51.8K

github-actions Bot and others added 2 commits July 11, 2026 13:28
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Commit pushed: 1931df8

Generated by Autoloop · 710.7 AIC · ⌖ 12.1 AIC · ⊞ 51.8K

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