d015e2b0f3
- Fix database.py: Add DatabaseConnection alias for backward compat - Fix train_symbol_timeframe_models.py: Use PostgreSQLConnection + native queries - Fix run_oos_backtest.py: Fix broken import + add dynamic OOS support - Update data_splitter.py: split_dynamic_oos() method (from previous session) - Update validation_oos.yaml: Dynamic OOS config + all 6 symbols enabled - Create ingest_ohlcv_polygon.py: Standalone Polygon→PostgreSQL ingestion script - Fix .gitignore: /data/ instead of data/ to not ignore src/data/ - Add untracked src/ modules: backtesting, data, llm, models (attention/metamodel/strategies) - Add aiohttp, sqlalchemy, psycopg2-binary to requirements.txt Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
50 lines
733 B
Plaintext
50 lines
733 B
Plaintext
# Core ML dependencies
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numpy>=1.24.0
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pandas>=2.0.0
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scikit-learn>=1.3.0
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scipy>=1.11.0
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# Deep Learning
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torch>=2.0.0
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torchvision>=0.15.0
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einops>=0.7.0 # Tensor operations for attention models
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# XGBoost with CUDA support
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xgboost>=2.0.0
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# API & Web
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fastapi>=0.104.0
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uvicorn>=0.24.0
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websockets>=12.0
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pydantic>=2.0.0
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python-multipart>=0.0.6
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aiohttp>=3.9.0
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# Data processing
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pyarrow>=14.0.0
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tables>=3.9.0
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# Logging & Monitoring
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loguru>=0.7.0
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python-json-logger>=2.0.7
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# Configuration
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pyyaml>=6.0
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python-dotenv>=1.0.0
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# Database
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pymongo>=4.6.0
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motor>=3.3.0
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sqlalchemy>=2.0.0
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psycopg2-binary>=2.9.0
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# Utilities
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python-dateutil>=2.8.2
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tqdm>=4.66.0
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joblib>=1.3.2
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# Testing (optional)
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pytest>=7.4.0
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pytest-asyncio>=0.21.0
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httpx>=0.25.0
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