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Update README.md
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README.md
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@@ -4,36 +4,7 @@ emoji: ๐
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sdk: gradio
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sdk_version: 4.16.0
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app_file: app.py
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pinned: false
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python_version: "3.10"
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---
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# ๐ OKX BTC/USDT Ensemble Price Predictor
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Advanced Machine Learning ensemble system for Bitcoin price prediction using real-time OKX Exchange data.
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## Features
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- 6-model ensemble (Random Forest, Gradient Boosting, AdaBoost, Ridge, Lasso, Elastic Net)
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- 100+ technical indicators
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- Real-time OKX API integration
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- Interactive Plotly visualizations
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- Live price monitoring
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- Technical analysis dashboard
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## Usage
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1. **Fetch Data** - Load historical BTC/USDT data from OKX
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2. **Train Model** - Train the ensemble model with 100+ features
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3. **Predict** - Forecast future prices up to 72 hours
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4. **Analyze** - View technical analysis and feature importance
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## Disclaimer
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โ ๏ธ For educational purposes only. Not financial advice. Cryptocurrency trading carries significant risk.
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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colorFrom: blue
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colorTo: green
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sdk: gradio
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app_file: app.py
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pinned: false
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python_version: "3.10"
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