The Bitcoin Predicter is a machine learning-based repository designed to forecast Bitcoin prices using historical and real-time data. This tool applies AI techniques to analyze trends, model predictions, and provide insights for cryptocurrency traders and analysts.
| Date | Actual Price (USD) | Predicted Price (USD) | Error (%) |
|---|---|---|---|
| 2024-01-01 | $29,000 | $28,750 | 0.86% |
| 2024-01-02 | $29,500 | $29,300 | 0.68% |
| 2024-01-03 | $30,000 | $29,980 | 0.07% |
Note: Predictions are based on model training using past data trends.
The Bitcoin Predicter algorithm is based on a large data (since 2018). With this, the AI can follow trendline, alt seasons, institutions movements and lots of more.
Core language for scripting and model implementation.
Libraries for data manipulation and numeric processing.
Used for model selection, training, and evaluation.
Used for fetch all the BTC data (price, date, volume, ect..).
Visualization tool for graphical representation of predictions.
APIs for accessing real-time and historical Bitcoin data.
To get started with Bitcoin Predicter, clone the repository and install required dependencies:
git clone https://github.com/Creator754915/Bitcoin-Predicter.git
cd Bitcoin-Predicter
pip install -r requirements.txt
python BitcoinDataVisioner.pyAfter, select the **btc_predic_model.pkl** for load the data of the model, after, enjoy !