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Update README.md

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@@ -7,8 +7,22 @@ sdk: streamlit
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  sdk_version: 1.44.1
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  app_file: app.py
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  pinned: false
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- license: apache-2.0
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  short_description: Options trade
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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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  sdk_version: 1.44.1
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  app_file: app.py
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  pinned: false
 
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  short_description: Options trade
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  ---
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+ # Options AI Bot
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+ This bot trains a model to predict 7-day stock price movements and recommends top tickers for calls/puts based on expected return.
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+
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+ ## How It Works
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+
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+ - Trains regression models on historical data for stocks under $30
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+ - Predicts % price move in 7 days
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+ - Ranks best bullish/bearish opportunities
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+
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+ ## Tickers Included
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+ GME, SOFI, RIVN, UCL, DGHI
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+
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+ ## Run in Hugging Face
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+
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+ - Space runs `predict.py` to show daily predictions
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+ - To retrain models, run `train_model.py` manually (coming soon via button)