README.md

metadata

title: BTC/USDT Ensemble Predictor
emoji: 🚀
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.16.0
app_file: app.py
pinned: false
python_version: '3.10'

🚀 OKX BTC/USDT Ensemble Price Predictor

Advanced Machine Learning ensemble system for Bitcoin price prediction using real-time OKX Exchange data.

Features

• 6-model ensemble (Random Forest, Gradient Boosting, AdaBoost, Ridge, Lasso, Elastic Net)
• 100+ technical indicators
• Real-time OKX API integration
• Interactive Plotly visualizations
• Live price monitoring
• Technical analysis dashboard

Usage

1. Fetch Data - Load historical BTC/USDT data from OKX
2. Train Model - Train the ensemble model with 100+ features
3. Predict - Forecast future prices up to 72 hours
4. Analyze - View technical analysis and feature importance

Disclaimer

⚠️ For educational purposes only. Not financial advice. Cryptocurrency trading carries significant risk.

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference