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