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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.

• 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

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

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

This project is licensed under theMIT License.

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! 📈✨