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
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.dvc	feat(ml): add database schema, config parser, and DVC setup	2026-02-15 12:08:53 +01:00
app	fix(ml): complete ML pipeline fixes and setup	2026-02-15 21:29:54 +01:00
candle_ml.egg-info	feat(ml): add TA-Lib annotation generation and import workflow	2026-02-15 19:18:28 +01:00
config	fix(ml): complete ML pipeline fixes and setup	2026-02-15 21:29:54 +01:00
features	fix(ml): correct CCI indicator signature to use HLC prices	2026-02-15 21:09:47 +01:00
migrations	feat(ml): add database schema, config parser, and DVC setup	2026-02-15 12:08:53 +01:00
mlruns	fix(ml): complete ML pipeline fixes and setup	2026-02-15 21:29:54 +01:00
models	fix(ml): complete ML pipeline fixes and setup	2026-02-15 21:29:54 +01:00
training	fix(ml): complete ML pipeline fixes and setup	2026-02-15 21:29:54 +01:00
.dvcignore	feat(ml): add database schema, config parser, and DVC setup	2026-02-15 12:08:53 +01:00
Dockerfile	feat: add ML service scaffolding with Python FastAPI, Docker, and MLflow setup	2026-02-15 11:58:31 +01:00
generate_talib_annotations.py	fix(ml): handle date strings in TA-Lib annotation generator	2026-02-15 19:30:38 +01:00
pipeline.py	feat(ml): implement training stage with MLflow tracking and model wrappers	2026-02-15 14:22:19 +01:00
pyproject.toml	feat(ml): add database schema, config parser, and DVC setup	2026-02-15 12:08:53 +01:00
talib_annotations.json	fix(scripts): add created_at timestamps to annotation import	2026-02-15 19:36:55 +01:00
uv.lock	feat(ml): add TA-Lib annotation generation and import workflow	2026-02-15 19:18:28 +01:00