Crypto Trading Bot

This project is a cryptocurrency trading bot that utilizes the Binance API for data retrieval and trading operations. It implements various strategies, including the AHR999 indicator, for Bitcoin price analysis and potential trading decisions.

Features

• Connects to Binance API for real-time and historical data
• Retrieves and processes Bitcoin market data
• Implements the AHR999 indicator for market analysis
• Generates price predictions using custom models
• Creates visualizations of Bitcoin price trends
• Supports automated trading strategies (to be implemented)

Project Structure

• fetchData.py: Functions for fetching data from Binance
• price_prediction.py: Implements price prediction models and AHR999 calculations
• fetch_historical_data.py: Retrieves and processes historical Bitcoin data
• model_fitting.py: Fits prediction models to historical data
• config.py: Configuration settings for the bot (not tracked in git for security)
• requirements.txt: List of project dependencies

Installation

1. Clone this repository:

   git clone https://github.com/yourusername/crypto-trading-bot.git
   cd crypto-trading-bot

2. Create and activate a virtual environment:

   python -m venv myenv
   source myenv/bin/activate  # On Windows use `myenv\Scripts\activate`

3. Install dependencies:

   pip install -r requirements.txt

4. Set up your Binance API key and secret in a .env file:

   BINANCE_API_KEY=your_api_key
   BINANCE_API_SECRET=your_api_secret

Usage

1. Fetch historical data:

   python fetch_historical_data.py

2. Run the price prediction model:

   python price_prediction.py

3. Fit the model to new data:

   python model_fitting.py

Data Visualization

The bot generates price charts and saves them as PNG files for analysis. You can find these in the project directory after running the relevant scripts.

Configuration

Edit the config.py file to adjust bot settings such as trading pairs, intervals, and strategies. Note that this file is not tracked in git to protect sensitive information.

Dependencies

Main dependencies include:

• python-binance
• python-dotenv
• pandas
• matplotlib
• numpy
• requests

For a full list, see requirements.txt.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Disclaimer

This bot is for educational purposes only. Use at your own risk. Cryptocurrency trading carries a high level of risk and may not be suitable for all investors.

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

Contact

If you have any questions or suggestions, please open an issue or contact the project maintainer.