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Biomarker Panel Search Space (2D)

2D computational-complexity lab for systems biology: benchmark real, live-timed O(n) mean, O(n log n) sort, O(n²) pairwise correlation and O(n·2ⁿ) brute-force subset-sum algorithms on a growing biomarker panel and watch the exponential bar overtake everything else.

Bioinformatics2DAdvanced60 FPS📱 Mobile-adapted⇄ 3D version
2d-biomarker-panel-search-space ↗ Open standalone

This 2D companion times the same four genuine algorithms as the 3D version on the same synthetic gene-expression dataset — a linear mean, an O(n log n) sort, an O(n²) all-pairs correlation pass, and a real O(n·2ⁿ) brute-force subset-sum search for a target biomarker panel — and draws each live performance.now() measurement as a bar-chart column instead of a 3D skyline. Drag the shortlist size and re-run the benchmark to watch the exponential bar race away from the polynomial ones.

⚙ Under the hood

2D computational-complexity lab: live-timed O(n), O(n log n), O(n²) and O(n·2ⁿ) algorithms benchmarked on a growing biomarker gene panel, drawn as a bar chart.

computational complexitysystems biologybioinformaticsNP-hardalgorithms

2D · HTML5 Canvas 2D · 60 FPS target · runs fully client-side, no install

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