This project is a Bitcoin price prediction tool that uses machine learning techniques to forecast future Bitcoin prices based on historical data.
- Data collection from Kraken APIs
- Data preprocessing and feature engineering
- Implementation of machine learning models for price prediction
- Visualization of predictions and historical data
- Performance evaluation of the prediction model
3 pipelines
- Feature Pipeline Takes incoming data from Kraken API, transforms it to OHLC candles and stores it to hopsworks featurestore
- Training Pipeline Implements model training loading data from featurestore, creating a baseline model, regression and xgboost model Saves model in CometML model store
- Inference Pipeline Loads model Contributions are welcome! Please feel free to submit a Pull Request.
This project is licensed under the MIT License - see the LICENSE file for details.