AI Stock Trader

Table of Contents

• Introduction
• Features
• Installation
• Usage
• Configuration
• Adding Symbols and Exchanges
• Project Structure
• Contributing
• License
• Contact

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Introduction

Welcome to AI Stock Trader, a powerful tool designed to fetch real-time stock market data, calculate key technical indicators using AI-powered strategies, and generate trading signals. This project enables continuous data analysis and backtesting, making it an essential tool for modern traders.

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Features

• AI-Powered Trading Strategies: Implement customizable AI-driven trading strategies.
• Real-Time Data Fetching: Fetch OHLCV data from TradingView at regular intervals.
• Technical Indicator Calculation: Automatically compute RSI, MACD, and StochRSI indicators.
• Signal Generation: Generate buy and sell signals based on defined AI strategies.
• Robust Error Handling: Gracefully handle data fetch errors and retries.

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Installation

Prerequisites

• Python 3.7 or higher
• pip package manager
• TradingView account (optional)

Clone the Repository

git clone https://github.com/yourusername/ai-stock-trader.git
cd ai-stock-trader

Install Required Packages

pip install -r requirements.txt

Setup Configuration

Edit the config/strategy_config.json file to customize your AI-driven trading strategy parameters.

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Usage

Starting the Data Fetcher

Run the data fetcher to continuously update your data and generate signals:

from data_fetcher import start_data_fetching

start_data_fetching(chart, 'data/ohlcv.csv', 'data/signals.csv', 'BTCUSD', 'Binance', 'config/strategy_config.json')

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Configuration

Strategy Configuration

The config/strategy_config.json file allows you to define the parameters for your AI trading strategy, including:

• Take Profit: Percentage at which to take profit.
• Stop Loss: Percentage at which to stop loss.
• RSI Period: Number of periods for RSI calculation.
• MACD Parameters: Fast, slow, and signal periods for MACD calculation.
• StochRSI Period: Period for StochRSI calculation.
• Overbought/Oversold Levels: Thresholds for RSI and StochRSI.

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Adding Symbols and Exchanges

You can add symbols and exchanges to track by editing the config/targets.csv file. This allows you to customize the stocks or other financial instruments you want to monitor.

Symbol and Exchange List

A comprehensive list of symbols and exchanges can be found at TradingView Database. Use this resource to find the correct identifiers for the symbols and exchanges you wish to track.

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Project Structure

├── data_fetcher.py           # Main script for fetching and updating data
├── trading_strategy.py       # Handles indicator calculations and signal generation
├── indicators/               # Custom indicator implementations (RSI, MACD, StochRSI)
├── utils/                    # Utility functions (file handling, signal processing)
├── data/                     # Directory for storing OHLCV and signal data
├── config/                   # Configuration files (strategy_config.json, targets.csv)
├── requirements.txt          # Required Python packages
└── README.md                 # Project documentation

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Contributing

We welcome contributions to enhance the functionality of AI Stock Trader. To contribute:

1. Fork the repository.
2. Create a new branch for your feature or bug fix.
3. Submit a pull request with a detailed description.

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License

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

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Contact

For any questions or inquiries, please contact:

• Christopher Bulat: rubydemon3131@gmail.com Dummy change number 1

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