• Joined on 2026-03-27
mathias pushed to main at mathias/jepa-fx-risk 2026-06-29 19:14:52 +00:00
8539ec3a85 fix(ci): install torch from cu130 index in venv step
mathias pushed to main at mathias/jepa-fx-risk 2026-06-29 18:43:12 +00:00
c9b22db3b8 fix(ci): pin upload-artifact to @v3 — v4 artifact protocol unsupported on Gitea
mathias pushed to main at mathias/jepa-fx-risk 2026-06-29 18:41:07 +00:00
731673061e fix(deps): histdata>=1.3 is unsatisfiable, pin to >=1.1 (newest on PyPI)
mathias pushed to main at mathias/jepa-fx-risk 2026-06-27 15:20:45 +00:00
54b1bc216d feat(ci): Gitea Actions workflow for autoresearch loop (Phase A automation)
mathias opened issue mathias/jepa-fx-risk#15 2026-06-27 15:20:33 +00:00
Phase B: autoresearch sandbox as k8s Job (GPU isolation + PVC artifacts)
mathias pushed to main at mathias/jepa-fx-risk 2026-06-27 15:04:04 +00:00
fa6dcaae0a chore: fixture backlog for Phase A toy run + gitignore cleanup
mathias commented on issue mathias/jepa-fx-risk#2 2026-06-27 14:54:26 +00:00
feat: implement Go data pipeline (DUKASCopy fetch + hourly processing)

Crisis-holdout split task — blocking prerequisite for rq-04 (Phase C)

Surfaced during #12/#13 review. Scope smaller than the "extend the data" framing implied:

**Hourly (2008-2023 — data…

mathias commented on issue mathias/jepa-fx-risk#13 2026-06-27 14:54:18 +00:00
feat(model): regime detector (HMM/MS-GARCH) + JEPA conditioning hook — rq-04

Correction — rq-04 launch example in v1.5.0 ship note is premature

The JEPA_ENABLE_REGIME=1 ... --run-dir runs/rq-04 command in the ship note above is Phase C only. Gates not met yet: -…

mathias commented on issue mathias/jepa-fx-risk#13 2026-06-27 14:50:18 +00:00
feat(model): regime detector (HMM/MS-GARCH) + JEPA conditioning hook — rq-04

Correction — the shipped launch command points at runs/rq-04, which is gated. Don't use it yet.

The v1.5.0 ship note documents the regime-conditioned launch as:

JEPA_ENABLE_REGIME=1…
mathias commented on issue mathias/jepa-fx-risk#12 2026-06-27 14:50:06 +00:00
feat(eval): VaR-breach-rate metric (99% + Kupiec) on crisis windows — rq-04 metric

Correction to the #2 crisis-data scope — it's smaller than I stated

Re-reading the v1.5.0 ship note: the hourly parquet already covers 2008–2023. So 2008-Q4 and 2020-March are *physically…

mathias commented on issue mathias/jepa-fx-risk#11 2026-06-27 09:42:30 +00:00
feat: launch + monitor an autoresearch run from an Autoresearch Council backlog leaf

Phase A live-run instructions (the gate on Phase A acceptance)

The code is shipped (v1.4.0); what's missing is the live run — it needs the GPU + LiteLLM key, which only exist on koala. Fire…

mathias commented on issue mathias/jepa-fx-risk#13 2026-06-27 09:10:00 +00:00
feat(model): regime detector (HMM/MS-GARCH) + JEPA conditioning hook — rq-04

Shipped — accepted, and the backbone-honesty fix landed correctly.

Regime detector + seam are clean: GaussianHMM 3-state sorted-by-mean-vol (deterministic), random_state=42, cache-on-parquet…

mathias commented on issue mathias/jepa-fx-risk#11 2026-06-27 09:09:49 +00:00
feat: launch + monitor an autoresearch run from an Autoresearch Council backlog leaf

Phase A code — accepted. Two things noted.

Clean build: fail-closed scaffold (refuses non-ready, 19 tests), both monitor axes, 54 existing tests still green. And you **found and fixed the…

mathias commented on issue mathias/jepa-fx-risk#2 2026-06-27 09:09:23 +00:00
feat: implement Go data pipeline (DUKASCopy fetch + hourly processing)

New blocking sub-task for rq-04 evaluation: crisis-window holdout splits

Surfaced by #12 (VaR-breach metric shipped) and decided on #12: rq-04's hypothesis is specifically about VaR-breach…

mathias commented on issue mathias/jepa-fx-risk#12 2026-06-27 09:09:11 +00:00
feat(eval): VaR-breach-rate metric (99% + Kupiec) on crisis windows — rq-04 metric

Decision: Option 1 — extend the data to include the crisis windows. It's practical.

Your crisis-window finding is exactly the kind of catch that matters — computing rq-04's metric on calm…

mathias commented on issue mathias/jepa-fx-risk#13 2026-06-27 08:35:41 +00:00
feat(model): regime detector (HMM/MS-GARCH) + JEPA conditioning hook — rq-04

Shipped — v1.5.0

Acceptance criteria:

mathias commented on issue mathias/jepa-fx-risk#12 2026-06-27 08:35:27 +00:00
feat(eval): VaR-breach-rate metric (99% + Kupiec) on crisis windows — rq-04 metric

Shipped — v1.5.0

Acceptance criteria:

mathias pushed to main at mathias/jepa-fx-risk 2026-06-27 08:35:16 +00:00
68bf8f15c5 feat(eval): VaR breach rate metric (#12) + HMM regime detector (#13) — rq-04 prep
mathias pushed tag v1.5.0 to mathias/jepa-fx-risk 2026-06-27 08:35:16 +00:00
mathias commented on issue mathias/jepa-fx-risk#11 2026-06-27 08:19:52 +00:00
feat: launch + monitor an autoresearch run from an Autoresearch Council backlog leaf

Phase A shipped — v1.4.0

Acceptance criteria status: