Altin - AI and Statistical Tool for Forex Intraday Trading

Overview

Welcome to the Altin repository, an advanced AI and statistical tool designed for forex intraday trading. Altin provides a comprehensive set of features for candle analysis, resistance and support detection, trendline analysis, and a variety of indicators such as moving averages, momentum, and more. The tool is equipped with a powerful pipeline to fetch historical forex data for gold prices on a minute-by-minute basis.

Features

• Data Fetching Pipeline: Altin features a pipeline to fetch historical forex data for gold prices at minute intervals, providing a granular view of market movements.

• Data Cleaning and Candle Generation: The repository includes DataLoader scripts for cleaning data and generating candles, ensuring data quality for model training.

• Candle Analysis: Analyze and interpret candlestick patterns for informed trading decisions.

• Resistance and Support Detection: Identify key levels of resistance and support to enhance your trading strategies.

• Trendline Analysis: Leverage trendline analysis to understand and predict market trends effectively.

• Indicators: Explore a rich set of indicators, including moving averages, momentum, and various other indicators, to gain insights into market dynamics.

• PyTorch Models: Altin encompasses a collection of PyTorch models for forecasting, featuring:

  • RNN (Recurrent Neural Network)
  • CNN (Convolutional Neural Network)
  • LSTM (Long Short-Term Memory)
  • Transformer-based models

Getting Started

1. Clone the Repository:

   git clone https://github.com/your-username/Altin.git

2. Install Dependencies:

   pip install -r requirements.txt

3. Explore the Codebase:

   • Navigate through the various modules to explore candle analysis, indicators, models, and more.

4. Run Data Fetching Pipeline:

   • Execute the data fetching pipeline script to obtain historical forex data:

     python data_fetching_pipeline.py

5. Run Example Model Training:

   • Explore example scripts for training models:

     python train_rnn_model.py

Contribution Guidelines

Contributions to Altin are welcome! If you'd like to contribute, please follow the contribution guidelines.

License

This project is licensed under the MIT License.

Acknowledgments

Special thanks to the contributors and the open-source community for their valuable contributions and support in making Altin a powerful tool for forex trading.

Happy Trading! 📈✨