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Dataset and Embeddings Description

  • pyg_{DEWP}_20_graph_step_1.zip
    Contains the dataset used by the baseline model, which includes the {DEWP} feature and is implemented with PyG (PyTorch Geometric).

  • dgl_neighbor_10_step_1_refine_3.zip
    Contains the dataset used by MIGN, including all available features in each file and implemented with DGL (Deep Graph Library).
    During training, only a single feature is used at a time.

  • DEWP_embeddings_3.pt
    Provides 3rd-degree spherical harmonics embeddings for station nodes with the DEWP feature, used by MIGN.

  • 3_healpix_embeddings_level_3.pt
    Provides 3rd-degree spherical harmonics embeddings for HEALPix nodes at refinement level 3, used by MIGN.

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