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@@ -34,7 +34,7 @@ To enable large-scale simulation with realistic temporal dynamics, SolarSys incl
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  * **Model:** Hierarchical Diffusion U-Net
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  * **Input:** Location based housing dataset(eg. Ausgrid dataset, newyork dataset)
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  * **Output:** High-resolution time series for Grid Usage and Solar Generation (kWh).
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-
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  To ensure all necessary libraries are available, install dependencies using the provided `requirements.txt` file:
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  * **Model:** Hierarchical Diffusion U-Net
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  * **Input:** Location based housing dataset(eg. Ausgrid dataset, newyork dataset)
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  * **Output:** High-resolution time series for Grid Usage and Solar Generation (kWh).
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+ ![Hierarchical Diffusion Framework](assets/hier_diffusion.png)
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  To ensure all necessary libraries are available, install dependencies using the provided `requirements.txt` file:
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