Binance AI Trade Bot is an advanced automated trading system designed for the Binance cryptocurrency exchange. It combines technical analysis, sentiment analysis, and machine learning algorithms to make informed trading decisions in real-time. The bot leverages a hybrid model that integrates convolutional neural networks (CNNs) and long short-term memory (LSTM) networks for price prediction, and natural language processing (NLP) techniques to gauge market sentiment from various textual sources.
- Real-time cryptocurrency price prediction using a hybrid CNN-LSTM model.
- Sentiment analysis from textual data inputs that can be merged with API data to influence trading decisions.
- Automated trading on the Binance platform with configurable risk management settings.
- Detailed logging and performance tracking.
Before you begin, ensure you have met the following requirements:
- Python 3.7 or above
- Binance account with API keys
- Suitable hardware with internet connectivity
- Clone the repository to your local machine:
git clone https://github.com/yourusername/binance-ai-trade-bot.git
- Navigate to the project directory:
cd binance-ai-trade-bot
- Install the required dependencies:
pip install -r requirements.txt
- Update
configwith your Binance API key and secret, and adjust other settings as per your trading preferences.
To start the bot, run the following command in your terminal:
python trade_bot.py
Contributions to the Binance AI Trade Bot are welcome. To contribute:
- Fork the repository.
- Create a new branch (
git checkout -b feature/AmazingFeature). - Make your changes and commit them (
git commit -m 'Add some AmazingFeature'). - Push to the branch (
git push origin feature/AmazingFeature). - Open a pull request.
Distributed under the MIT License. See LICENSE for more information.
This project is for educational purposes only. Use at your own risk. The creators are not responsible for any financial losses incurred using this bot.
Project Link: https://github.com/Arkay92/BinanceAITradeBot