jgrusewski 5fb84a02f0 feat: training pipeline for all 10 ML ensemble models ...

- Add standalone training binaries: TGGN, KAN, xLSTM, Diffusion (DBN data)
- Update Dockerfile.training: 6 → 16 binaries (all 10 models + hyperopt + baseline)
- Expand train.sh: 4 → 10 models, fix registry URL and GPU pool nodeSelector
- Add GPU overlay manifests for trading-service and ml-training-service
- Create training data PVC and upload pod manifests
- Expand web-gateway model validation: 4 → 10 types (training + tune routes)
- Extend dashboard: 10 model cards grouped by category (RL/Temporal/Graph/Generative)
- Add training image build job to Gitea CI workflow
- Update GPU taint controller to exclude inference pool from tainting
- Fix job-template nodeSelector: gpu → gpu-training

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

2026-02-24 20:47:50 +01:00

..

2026-02-20-codebase-deep-clean-design.md

docs: Add codebase deep clean design document

2026-02-20 13:08:10 +01:00

2026-02-20-codebase-deep-clean-implementation.md

docs: Add codebase deep clean implementation plan

2026-02-20 13:21:25 +01:00

2026-02-20-dqn-algorithm-fix-design.md

docs: Add DQN algorithm fix & 2026 modernization design

2026-02-20 14:39:58 +01:00

2026-02-20-dqn-algorithm-fix-implementation.md

docs: Add DQN algorithm fix implementation plan (11 tasks)

2026-02-20 14:44:44 +01:00

2026-02-20-dqn-production-readiness-design.md

docs: add DQN pipeline production readiness design

2026-02-20 20:49:41 +01:00

2026-02-20-dqn-production-readiness-implementation.md

chore: update .gitignore and add design plan docs

2026-02-24 00:30:15 +01:00

2026-02-20-dqn-training-smoke-test-implementation.md

docs: add DQN training smoke test implementation plan

2026-02-20 20:03:10 +01:00

2026-02-20-dqn-training-smoke-test.md

docs: add DQN training smoke test design

2026-02-20 19:56:20 +01:00

2026-02-20-gradient-accumulation-design.md

docs: add gradient accumulation design

2026-02-20 21:53:45 +01:00

2026-02-20-gradient-accumulation-implementation.md

docs: add gradient accumulation implementation plan

2026-02-20 21:59:14 +01:00

2026-02-20-validation-stack-design.md

chore: update .gitignore and add design plan docs

2026-02-24 00:30:15 +01:00

2026-02-20-validation-stack-implementation.md

chore: update .gitignore and add design plan docs

2026-02-24 00:30:15 +01:00

2026-02-21-backtesting-vertical-slice-design.md

docs: backtesting vertical slice production readiness design

2026-02-21 15:21:22 +01:00

2026-02-21-backtesting-vertical-slice-implementation.md

docs: backtesting vertical slice implementation plan

2026-02-21 15:30:00 +01:00

2026-02-21-capital-ready-validation-roadmap-design.md

docs: capital-ready validation roadmap design

2026-02-21 10:33:54 +01:00

2026-02-21-capital-ready-validation-roadmap-implementation.md

docs: capital-ready validation roadmap implementation plan

2026-02-21 10:39:54 +01:00

2026-02-21-ensemble-real-inference-design.md

docs: ensemble real inference design and implementation plan

2026-02-21 14:58:36 +01:00

2026-02-21-ensemble-real-inference-implementation.md

docs: ensemble real inference design and implementation plan

2026-02-21 14:58:36 +01:00

2026-02-21-full-stack-ml-integration-design.md

docs: full-stack ML integration design (cleanup → ensemble → hyperopt → paper trading)

2026-02-21 13:19:17 +01:00

2026-02-21-full-stack-ml-integration-implementation.md

chore: update .gitignore and add design plan docs

2026-02-24 00:30:15 +01:00

2026-02-21-full-system-production-readiness-design.md

docs: full system production readiness design (6-phase plan)

2026-02-21 15:18:19 +01:00

2026-02-21-phase1-data-pipeline-implementation.md

docs: Phase 1-2 data pipeline and trading service implementation plan

2026-02-21 15:25:17 +01:00

2026-02-21-ppo-production-modernization-design.md

chore: update .gitignore and add design plan docs

2026-02-24 00:30:15 +01:00

2026-02-21-ppo-validation-adapter-design.md

feat(validation): add PPO adapter for validation harness (MLP + LSTM)

2026-02-21 10:23:48 +01:00

2026-02-21-production-readiness-phase3-design.md

docs: production readiness phase 3 design — 18 tasks across 4 pillars

2026-02-21 18:53:38 +01:00

2026-02-21-production-readiness-phase3-implementation.md

docs: production readiness phase 3 implementation plan — 18 tasks

2026-02-21 19:00:43 +01:00

2026-02-21-production-readiness-phase4-design.md

docs: Phase 4 production readiness design and implementation plan

2026-02-21 20:21:01 +01:00

2026-02-21-production-readiness-phase4-implementation.md

docs: Phase 4 production readiness design and implementation plan

2026-02-21 20:21:01 +01:00

2026-02-21-production-readiness-phase5-design.md

docs: Phase 5 production readiness design and implementation plan

2026-02-21 23:06:50 +01:00

2026-02-21-production-readiness-phase5-implementation.md

docs: Phase 5 production readiness design and implementation plan

2026-02-21 23:06:50 +01:00

2026-02-21-production-training-design.md

chore: update .gitignore and add design plan docs

2026-02-24 00:30:15 +01:00

2026-02-21-production-training-implementation.md

chore: update .gitignore and add design plan docs

2026-02-24 00:30:15 +01:00

2026-02-21-real-data-backtest-and-deploy-design.md

docs: real-data ensemble backtest and hyperopt deploy design

2026-02-21 15:04:58 +01:00

2026-02-21-web-dashboard-hybrid-design.md

chore: update .gitignore and add design plan docs

2026-02-24 00:30:15 +01:00

2026-02-22-baseline-phase3-design.md

chore: update .gitignore and add design plan docs

2026-02-24 00:30:15 +01:00

2026-02-22-codebase-deduplication-design.md

docs: add codebase de-duplication design

2026-02-22 19:54:53 +01:00

2026-02-22-codebase-deduplication-implementation.md

docs: add codebase de-duplication implementation plan

2026-02-22 20:01:12 +01:00

2026-02-22-dev-git-server-design.md

chore: update .gitignore and add design plan docs

2026-02-24 00:30:15 +01:00

2026-02-22-dev-git-server-implementation.md

chore: update .gitignore and add design plan docs

2026-02-24 00:30:15 +01:00

2026-02-22-documentation-cleanup-design.md

chore: update .gitignore and add design plan docs

2026-02-24 00:30:15 +01:00

2026-02-22-documentation-cleanup-implementation.md

chore: update .gitignore and add design plan docs

2026-02-24 00:30:15 +01:00

2026-02-22-liquid-cfc-modernization-design.md

chore: update .gitignore and add design plan docs

2026-02-24 00:30:15 +01:00

2026-02-22-liquid-cfc-modernization-implementation.md

chore: update .gitignore and add design plan docs

2026-02-24 00:30:15 +01:00

2026-02-22-ml-ensemble-expansion-design.md

docs: add ML ensemble expansion design (7→10 models, 5 integrations)

2026-02-22 23:56:38 +01:00

2026-02-22-production-baseline-implementation.md

chore: update .gitignore and add design plan docs

2026-02-24 00:30:15 +01:00

2026-02-22-production-baseline-integration-tests-design.md

chore: update .gitignore and add design plan docs

2026-02-24 00:30:15 +01:00

2026-02-22-production-hardening-design.md

docs: add production hardening design (53 tasks, 5 phases)

2026-02-22 22:33:08 +01:00

2026-02-22-production-hardening-implementation-phases-3-5.md

docs: add production hardening implementation plan (53 tasks, 5 phases)

2026-02-22 22:51:56 +01:00

2026-02-22-production-hardening-implementation.md

docs: add production hardening implementation plan (53 tasks, 5 phases)

2026-02-22 22:51:56 +01:00

2026-02-22-production-hardening-phase1.md

docs: add production hardening implementation plan (53 tasks, 5 phases)

2026-02-22 22:51:56 +01:00

2026-02-23-data-pipeline-asset-selection-design.md

docs: add data pipeline and asset selection design

2026-02-23 12:28:02 +01:00

2026-02-23-data-pipeline-asset-selection-implementation.md

docs: add data pipeline & asset selection implementation plan

2026-02-23 12:36:45 +01:00

2026-02-23-dynamic-gpu-detection-design.md

docs: add dynamic GPU detection design plan

2026-02-23 10:53:04 +01:00

2026-02-23-dynamic-gpu-detection-implementation.md

docs: add dynamic GPU detection implementation plan

2026-02-23 10:56:45 +01:00

2026-02-23-ml-ensemble-expansion-implementation.md

docs: add ML ensemble expansion implementation plan (36 tasks, 6 phases)

2026-02-23 00:05:28 +01:00

2026-02-23-operational-maturity-design.md

docs: add operational maturity system design (3 pillars)

2026-02-23 12:02:52 +01:00

2026-02-23-operational-maturity-implementation.md

docs: add operational maturity implementation plan (12 tasks, 6 phases)

2026-02-23 12:11:28 +01:00

2026-02-23-production-hardening-phase2-design.md

docs: production hardening phase 2 design — $100K live trading readiness

2026-02-23 09:33:55 +01:00

2026-02-23-production-hardening-phase2-implementation.md

docs: production hardening phase 2 implementation plan — 19 tasks

2026-02-23 09:39:13 +01:00

2026-02-23-production-pipeline-wiring-design.md

docs: add production pipeline wiring design (6 tasks)

2026-02-23 14:43:22 +01:00

2026-02-23-production-pipeline-wiring-implementation.md

docs: add production pipeline wiring implementation plan (10 tasks)

2026-02-23 14:59:18 +01:00

2026-02-23-production-safety-audit-design.md

docs: production safety audit design — 38 fixes across 5 layers

2026-02-23 18:51:54 +01:00

2026-02-23-production-safety-audit-implementation.md

docs: production safety audit implementation plan (38 tasks, 5 layers)

2026-02-23 19:00:29 +01:00

2026-02-23-real-data-training-pipeline-design.md

docs: add real data training pipeline design and implementation plan

2026-02-23 18:07:03 +01:00

2026-02-23-real-data-training-pipeline-implementation.md

docs: add real data training pipeline design and implementation plan

2026-02-23 18:07:03 +01:00

2026-02-23-trading-universe-data-organization-design.md

docs: add trading universe & data organization design

2026-02-23 14:17:22 +01:00

2026-02-23-trading-universe-data-organization-implementation.md

docs: add trading universe & data organization implementation plan

2026-02-23 14:21:48 +01:00

2026-02-24-cleanup-deps-warnings-design.md

docs: add cleanup design plan for warnings, deps, and legacy removal

2026-02-24 01:26:23 +01:00

2026-02-24-cleanup-deps-warnings-implementation.md

docs: add cleanup implementation plan

2026-02-24 01:29:24 +01:00

2026-02-24-kapsule-infra-design.md

docs: add Kapsule infrastructure design

2026-02-24 14:07:56 +01:00

2026-02-24-kapsule-infra-implementation.md

docs: update implementation plan for OpenTofu + Terragrunt

2026-02-24 14:28:16 +01:00

2026-02-24-ml-production-hardening-design.md

fix(ml): OOM hardening + battle-test KAN/xLSTM/Diffusion models

2026-02-24 09:55:39 +01:00

2026-02-24-stub-audit-results.md

docs: update stub audit results with actual fix status

2026-02-24 09:46:17 +01:00

2026-02-24-stub-detection-design.md

docs: add stub detection & prevention design

2026-02-24 01:39:42 +01:00

2026-02-24-stub-detection-plan.md

docs: add stub detection implementation plan

2026-02-24 01:42:48 +01:00

2026-02-24-training-pipeline-validation-design.md

feat: training pipeline for all 10 ML ensemble models

2026-02-24 20:47:50 +01:00

2026-02-24-training-pipeline-validation.md

feat: training pipeline for all 10 ML ensemble models

2026-02-24 20:47:50 +01:00