31 lines
No EOL
522 B
Markdown
31 lines
No EOL
522 B
Markdown
# LSTM Alpha Strategy
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Machine learning-based quantitative trading strategy for predicting next-day stock direction.
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## Features
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- Historical market data ingestion (Alpaca)
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- Feature engineering
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- LSTM neural network
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- Backtesting engine
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- Risk management
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- Paper trading
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- Performance metrics
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## Tech Stack
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- Python
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- pandas
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- NumPy
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- TensorFlow
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- Matplotlib
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- Alpaca API
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## Roadmap
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- [x] Data acquisition
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- [x] Feature engineering
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- [ ] LSTM model
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- [ ] Backtesting
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- [ ] Paper trading
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- [ ] Portfolio optimization |