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@@ -57,12 +57,11 @@ The code names the systems `euler`, `sqg`, `waves`, `nlkg` and `passive_scalar`,
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  ## Reproduction code
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- The anonymous reproduction code is available in the [`code/`](./tree/main/code) directory.
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- It includes the implementations of Direct SI, Cascaded SI, and EDM, together with the configurations and scripts used to reproduce the paper's benchmark results.
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- See [`code/README.md`](./blob/main/code/README.md) for installation and evaluation instructions.
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  ## License
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  ## Reproduction code
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+ The anonymous reproduction code is available in the [code directory](https://huggingface.co/coarse-grained-forecasting-benchmark/forecasting-models/tree/main/code).
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+ It includes the implementations of Direct SI, Cascaded SI, and EDM, together with configurations and scripts for reproducing the paper's benchmark results.
 
 
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+ See the [reproduction instructions](https://huggingface.co/coarse-grained-forecasting-benchmark/forecasting-models/blob/main/code/README.md) for installation and evaluation.
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  ## License
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