Metadata-Version: 2.4
Name: rl-hmm
Version: 0.2.2
Summary: RL-HMM Trading System: Reinforcement Learning with Hidden Markov Models for Financial Trading
Author-email: Your Name <your.email@example.com>
License: MIT
Project-URL: Homepage, https://github.com/yourusername/rl-hmm
Project-URL: Documentation, https://github.com/yourusername/rl-hmm#readme
Project-URL: Repository, https://github.com/yourusername/rl-hmm
Project-URL: Issues, https://github.com/yourusername/rl-hmm/issues
Keywords: trading,reinforcement-learning,hmm,hidden-markov-model,machine-learning,quantitative-trading
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Office/Business :: Financial :: Investment
Requires-Python: >=3.8
Description-Content-Type: text/markdown
Requires-Dist: numpy>=1.20.0
Requires-Dist: pandas>=1.3.0
Requires-Dist: scikit-learn>=1.0.0
Requires-Dist: xgboost>=1.5.0
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Provides-Extra: dev
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Requires-Dist: tensorboard>=2.9.0; extra == "all"

# RL-HMM Trading System

Reinforcement Learning with Hidden Markov Models for Financial Trading.

## Features

- Integration of Hidden Markov Models (HMM) with Reinforcement Learning
- Multi-timeframe analysis support
- Feature engineering pipeline for financial data
- Backtesting framework for trading strategies

## Installation

```bash
pip install rl-hmm
```

## Usage

```python
from rl_hmm.system import TradingSystem

# Initialize trading system
system = TradingSystem()

# Run backtest
results = system.backtest()
```

## Requirements

- Python >= 3.8
- numpy >= 1.20.0
- pandas >= 1.3.0
- scikit-learn >= 1.0.0
- xgboost >= 1.5.0

## License

MIT License
