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feat: Implement parametric algorithms - #277

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Siel wants to merge 31 commits into
mainfrom
parametric-unified-platform
Open

feat: Implement parametric algorithms#277
Siel wants to merge 31 commits into
mainfrom
parametric-unified-platform

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@Siel

@Siel Siel commented Apr 28, 2026

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Summary

  • add the SAEM, FOCEI, and IT2B layer on top of unified-platform-structure
  • restore the shared parametric runtime, results, output, and validation surface

Siel added 30 commits December 13, 2025 10:44
…vious version the parametric algorithms were not actually supported on the same lelevel as the non-parametric ones. I redesigned the crate with solving this issue in mind. The structs are much clearer now, the dispach is smarter. On the negative side some elements might be overcomplicated as I am not 100% sure on how much flexibility some aspects will need, the current API might seem over-flexible. Will be improved over time
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🐰 Bencher Report

Branchparametric-unified-platform
Testbedmhovd-pgx
Click to view all benchmark results
BenchmarkLatencyBenchmark Result
milliseconds (ms)
(Result Δ%)
Upper Boundary
milliseconds (ms)
(Limit %)
bimodal_ke_npag📈 view plot
🚷 view threshold
4,267.40 ms
(-11.46%)Baseline: 4,819.60 ms
5,166.86 ms
(82.59%)
bimodal_ke_npod📈 view plot
🚷 view threshold
1,251.40 ms
(-7.26%)Baseline: 1,349.35 ms
1,602.31 ms
(78.10%)
bimodal_ke_postprob📈 view plot
🚷 view threshold
57.88 ms
(-76.63%)Baseline: 247.63 ms
722.95 ms
(8.01%)
🐰 View full continuous benchmarking report in Bencher

@mhovd mhovd changed the title Add parametric unified platform layer feat: Implement parametric algorithms Jun 27, 2026
@mhovd
mhovd changed the base branch from unified-platform-structure to main June 28, 2026 12:26
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