diff --git a/README.md b/README.md index 3915c2c..ceae411 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,31 @@ -# lstm-alpha-strategy +# LSTM Alpha Strategy -Machine learning-based quantitative trading strategy using TensorFlow, Alpaca, and systematic backtesting. \ No newline at end of file +Machine learning-based quantitative trading strategy for predicting next-day stock direction. + +## Features + +- Historical market data ingestion (Alpaca) +- Feature engineering +- LSTM neural network +- Backtesting engine +- Risk management +- Paper trading +- Performance metrics + +## Tech Stack + +- Python +- pandas +- NumPy +- TensorFlow +- Matplotlib +- Alpaca API + +## Roadmap + +- [x] Data acquisition +- [x] Feature engineering +- [ ] LSTM model +- [ ] Backtesting +- [ ] Paper trading +- [ ] Portfolio optimization \ No newline at end of file