Code & experiments

Design notes, runnable outlines, and ablation checklists.

Pipeline, explained Mathematics Compare

Repository layout (site)

src/
  components/...
  pages/
    pipelines/
      live/
      sim/
        architecture.astro
        math.astro
        code.astro
public/
  data/
    daily/<date>/*.json
    models/eqx-m1/**/*.json

Publisher outline

# 1) compute artifacts
artifacts = run_pipeline()
# 2) write JSON
write("public/data/models/eqx-m1/...", artifacts.model)
write("public/data/daily/<date>/model_selection.json", artifacts.daily)
# 3) bump latest
write("public/data/daily/latest.json", {"date": "<date>"})
# 4) build & deploy (GitHub Pages)

Experiment template

exp:
  id: 2025-09-19-eqx-ablation-01
  data: universe_v1
  target: 5d return, cls
  model: EQX-M1
  cv: regime-stratified K=5
  metrics: AUC, ECE, stability
  notes: "remove sector block, compare"

Ablation checklist

Remove sector block
Remove volatility block
Alter horizon h
Swap policy gains (Kp/Ki/Kd)
Clamp variants and turnover caps

Diagnostics to track

ECE before/after scaling
Regime stability deltas
Slippage & turnover
Outlier sensitivity

Notes

Keep short conclusions here and push longer write-ups to the blog. Link key artifacts from Compare or the model card.