JavadBayazi commited on
Commit
12ab12a
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1 Parent(s): 838a940

Update features section to include all 7 models

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Files changed (1) hide show
  1. app.py +7 -2
app.py CHANGED
@@ -176,11 +176,16 @@ if time_series_data:
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  st.write("### About")
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  st.write("""
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  **Features:**
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- - 🤖 Multiple Chronos models (Chronos-2 and T5 variants)
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- - 📊 Real-time ERCOT electricity market data
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  - 🎯 Backtesting with error metrics (MAE, RMSE, MAPE)
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  - 📈 Visual comparison of forecasts vs actual values
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  - 🔧 Modular architecture for easy extension
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  For questions or feedback, reach out on [LinkedIn](https://www.linkedin.com/in/javadbayazi/).
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  """)
 
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  st.write("### About")
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  st.write("""
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  **Features:**
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+ - 🤖 Multiple pretrained models (7 options: Chronos-2, Chronos-T5, TiRex)
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+ - 📊 Real-time ERCOT electricity market data (180+ days)
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  - 🎯 Backtesting with error metrics (MAE, RMSE, MAPE)
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  - 📈 Visual comparison of forecasts vs actual values
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  - 🔧 Modular architecture for easy extension
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+ **Models:**
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+ - **Chronos-2**: Amazon's latest (46M-120M params)
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+ - **Chronos-T5**: Original family (8M-710M params)
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+ - **TiRex**: NX-AI's xLSTM-based model (35M params)
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+
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  For questions or feedback, reach out on [LinkedIn](https://www.linkedin.com/in/javadbayazi/).
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  """)