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
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348 changed files with 1327 additions and 11 deletions
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@ -127,7 +127,7 @@ stages:
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# MLflow settings
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mlflow:
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tracking_uri: "http://mlflow:5000"
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tracking_uri: "http://localhost:5000"
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experiment_name: "candlestick_patterns"
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log_artifacts: true
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register_model: false # Set to true to register in model registry
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