Commit graph

4 commits

Author SHA1 Message Date
Marko Djordjevic
187243bfdb Fix MLflow localhost references to use Docker service name
Replace hardcoded localhost:5000 with mlflow:5000 in pipeline.yaml
and main.py health check fallback so containers can reach MLflow
over Docker's internal network.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-02-21 09:34:16 +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
Marko Djordjevic
ceb4103ec4 fix(ml): parse datetime column and fix TA-Lib pattern names
- Add parse_dates parameter when loading enriched CSV
- Strip timezone from annotation timestamps to match data
- Fix pattern names: CDLTHREEWHITESOLDIERS -> CDL3WHITESOLDIERS
- Fix pattern names: CDLTHREEBLACKCROWS -> CDL3BLACKCROWS
2026-02-15 21:13:20 +01:00
Marko Djordjevic
1a653c5866 feat: add ML service scaffolding with Python FastAPI, Docker, and MLflow setup 2026-02-15 11:58:31 +01:00