2026-02-06 09:01:35 +07:00
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# Smart Automatic Trading BOT + AI
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# Requirements for Hybrid AI Forex Trading System (XAUUSD)
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# Python 3.11+ required
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# Core Data Engine (Rust-based, NOT Pandas)
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polars>=1.37.0
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pyarrow>=15.0.0
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# Broker Connection
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MetaTrader5>=5.0.5572
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# Machine Learning
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xgboost>=2.1.0
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scikit-learn>=1.4.0
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hmmlearn>=0.3.3
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2026-02-11 18:16:34 +07:00
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filterpy>=1.4.5
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2026-02-06 09:01:35 +07:00
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joblib>=1.4.0
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2026-02-11 18:16:34 +07:00
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# Advanced Exit Strategies (Phase 1-6)
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scikit-fuzzy>=0.4.2 # Fuzzy logic controller
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scipy>=1.11.0 # HJB solver (optimize, integrate)
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2026-02-06 09:01:35 +07:00
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# Asynchronous Processing
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asyncio-throttle>=1.0.2
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# Logging and Monitoring
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loguru>=0.7.2
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# Environment Variables
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python-dotenv>=1.0.1
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# Numerical Computing (for numpy-based SMC algorithms)
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numpy>=1.26.0
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# HTTP Client (for Telegram)
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aiohttp>=3.9.0
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# PostgreSQL Database
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psycopg2-binary>=2.9.9
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2026-02-08 10:33:24 +07:00
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# FastAPI for Web Dashboard API
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fastapi>=0.109.0
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uvicorn[standard]>=0.27.0
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pydantic>=2.6.0
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2026-02-06 09:01:35 +07:00
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# Optional: For backtesting
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# vectorbt>=0.26.2
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# Optional: Connection pooling
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# asyncpg>=0.29.0
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