Commit graph

3 commits

Author SHA1 Message Date
Marko Djordjevic
ea89543c0f feat: add models/ and *.pkl to .gitignore, remove tracked model files from git history 2026-02-18 10:55:48 +01:00
Marko Djordjevic
5a7c901980 fix(frontend): update ModelInfoResponse types to match backend structure
- Update TypeScript types to match flat backend response structure
- Remove nested model_info and metrics objects
- Remove label_config, use labels array and per_class_metrics array
- Update all component references to use new structure
- Generate default colors for prediction labels in CandleChart
- Fix TypeScript type errors for nullable model_version
- Remove accuracy/F1 metrics display (not in new response)
2026-02-15 21:39:38 +01:00
Marko Djordjevic
aa81d4f3d0 fix(ml): complete ML pipeline fixes and setup
- Fix CCI indicator to use HLC prices instead of close only
- Parse datetime column when loading enriched CSV
- Strip timezone from annotation timestamps
- Fix TA-Lib pattern names (CDL3WHITESOLDIERS, CDL3BLACKCROWS)
- Exclude programmatic label columns from training features
- Fix classification report to handle missing classes
- Update MLflow tracking to use localhost:5000
- Grant PostgreSQL permissions to ml_user

Pipeline now runs successfully end-to-end:
- Feature engineering: 2543 rows, 31 columns
- Annotation ingestion: 286 samples
- Training: 89.47% test accuracy with Random Forest
2026-02-15 21:29:54 +01:00