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Update README.md
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yingkaisha authored Dec 21, 2024
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Expand Up @@ -28,4 +28,4 @@ An ensemble post-processing method is developed to improve the probabilistic for
* Model training: [VQ-VAE](https://github.com/yingkaisha/AIES_24_0063/blob/main/MODEL00_VQ_VAE_main.ipynb), [VQ-VAE output section](https://github.com/yingkaisha/AIES_24_0063/blob/main/MODEL00_VQ_VAE_refine.ipynb), [3-D ViT](https://github.com/yingkaisha/AIES_24_0063/blob/main/MODEL01_ViT_48h_pretrain.ipynb), [LDM](https://github.com/yingkaisha/AIES_24_0063/blob/main/MODEL02_LDM_3d_main.ipynb)
* Explainability study: [RESULT04_Latent_space_verif.ipynb](https://github.com/yingkaisha/AIES_24_0063/blob/main/RESULT04_Latent_space_verif.ipynb), [PLOT_Latent_space_vis.ipynb](https://github.com/yingkaisha/AIES_24_0063/blob/main/PLOT_Latent_space_vis.ipynb)
* Data visualization and results: [Example case study](https://github.com/yingkaisha/AIES_24_0063/blob/main/PLOT_example.ipynb), [Reliability diagrams on 40 mm and 99th percentile thresholds](https://github.com/yingkaisha/AIES_24_0063/blob/main/PLOT_reliability_diagrams.ipynb), [Reliability diagrams on more fixed thresholds](https://github.com/yingkaisha/AIES_24_0063/blob/main/PLOT_reliability_diagrams_more_thres.ipynb), [Brier scores with varying ensemble sizes](https://github.com/yingkaisha/AIES_24_0063/blob/main/PLOT_BSS_ens_members.ipynb)
* Comparisons between CCPA and ERA5 total precipitation based on reviewer feedback [comparison results](https://github.com/yingkaisha/AIES_24_0063/blob/main/REVIEW_PLOT_data_analysis.ipynb)
* Comparisons between CCPA and ERA5 total precipitation based on reviewer feedback [Comparison results](https://github.com/yingkaisha/AIES_24_0063/blob/main/REVIEW_PLOT_data_analysis.ipynb)

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