Chart of Current Price and Predicted Prices
Price Predicting Transformer
- Category: Machine Learning
- Tools & Frameworks: NumPy, PyTorch
- Project Duration: Feb-March, 2024
Details
- Developed a Transformer-based model for short-term price prediction using time-series data, improving intraday trading forecasts
- Designed a Transformer model based on “Attention Is All You Need” paper with over 1 million parameters
- Trained the model using time-series data for Nifty-based indices, collected over a period of 6 months.
- Gained expertise in creating Transformer models with PyTorch, enhancing the ability to model complex sequential data