---
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