[{"title":"( 62 个子文件 157.74MB ) deep-weather:深度学习用于后处理集成天气预报","children":[{"title":"deep-weather-master","children":[{"title":"requirements.txt <span style='color:#111;'> 318B </span>","children":null,"spread":false},{"title":"Bias_Correction","children":[{"title":"args.py <span style='color:#111;'> 4.26KB </span>","children":null,"spread":false},{"title":"plot.py <span style='color:#111;'> 9.15KB </span>","children":null,"spread":false},{"title":"ckpt","children":[{"title":".readme <span style='color:#111;'> 28B </span>","children":null,"spread":false}],"spread":true},{"title":"run.py <span style='color:#111;'> 334B </span>","children":null,"spread":false},{"title":"data","children":[{"title":"tfdata","children":[{"title":".readme <span style='color:#111;'> 34B </span>","children":null,"spread":false}],"spread":true},{"title":"planalysis <span style='color:#111;'> 340B </span>","children":null,"spread":false},{"title":"npydata","children":[{"title":".readme <span style='color:#111;'> 40B </span>","children":null,"spread":false}],"spread":true},{"title":"GRIBglobal.py <span style='color:#111;'> 10.76KB </span>","children":null,"spread":false},{"title":"initdata","children":[{"title":".readme <span style='color:#111;'> 29B </span>","children":null,"spread":false}],"spread":true},{"title":"data_macro.py <span style='color:#111;'> 1.79KB </span>","children":null,"spread":false},{"title":"dataset.py <span style='color:#111;'> 1.09KB </span>","children":null,"spread":false},{"title":"GRIBemos.py <span style='color:#111;'> 9.90KB </span>","children":null,"spread":false},{"title":"plfl <span style='color:#111;'> 1.95KB </span>","children":null,"spread":false}],"spread":true},{"title":"log","children":[{"title":".readme <span style='color:#111;'> 33B </span>","children":null,"spread":false}],"spread":true},{"title":"models","children":[{"title":"Unet3_tile.py <span style='color:#111;'> 2.63KB </span>","children":null,"spread":false},{"title":"one2one.py <span style='color:#111;'> 1.74KB </span>","children":null,"spread":false},{"title":"refcrps.py <span style='color:#111;'> 2.37KB </span>","children":null,"spread":false},{"title":"LCN.py <span style='color:#111;'> 4.57KB </span>","children":null,"spread":false},{"title":"Unet2_main.py <span style='color:#111;'> 3.35KB </span>","children":null,"spread":false},{"title":"layers.py <span style='color:#111;'> 15.22KB </span>","children":null,"spread":false},{"title":"Unet3_local.py <span style='color:#111;'> 2.87KB </span>","children":null,"spread":false},{"title":"models.py <span style='color:#111;'> 11.85KB </span>","children":null,"spread":false},{"title":"utils.py <span style='color:#111;'> 25.43KB </span>","children":null,"spread":false},{"title":"tile_CNN.py <span style='color:#111;'> 2.73KB </span>","children":null,"spread":false},{"title":"Unet2.py <span style='color:#111;'> 6.20KB </span>","children":null,"spread":false},{"title":"Unet2_l2.py <span style='color:#111;'> 5.42KB </span>","children":null,"spread":false},{"title":"memory_saving_gradients.py <span style='color:#111;'> 17.56KB </span>","children":null,"spread":false},{"title":"refmse.py <span style='color:#111;'> 1.13KB </span>","children":null,"spread":false},{"title":"Unet3.py <span style='color:#111;'> 2.41KB </span>","children":null,"spread":false},{"title":"emos.py <span style='color:#111;'> 2.70KB </span>","children":null,"spread":false},{"title":"LCN_unet.py <span style='color:#111;'> 7.09KB </span>","children":null,"spread":false}],"spread":false},{"title":"README.md <span style='color:#111;'> 3.98KB </span>","children":null,"spread":false},{"title":"config.py <span style='color:#111;'> 2.17KB </span>","children":null,"spread":false},{"title":"global_macros.py <span style='color:#111;'> 375B </span>","children":null,"spread":false},{"title":"cross_validate.py <span style='color:#111;'> 4.63KB </span>","children":null,"spread":false},{"title":"main.py <span style='color:#111;'> 5.08KB </span>","children":null,"spread":false},{"title":"combine_pred.py <span style='color:#111;'> 1.54KB </span>","children":null,"spread":false},{"title":"runall.sh <span style='color:#111;'> 1.45KB </span>","children":null,"spread":false}],"spread":false},{"title":"conda-requirements.txt <span style='color:#111;'> 303B </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 5.51KB </span>","children":null,"spread":false},{"title":"report","children":[{"title":"fig2p2.pdf <span style='color:#111;'> 60.49KB </span>","children":null,"spread":false},{"title":"G_Winston_B5U5C-E10_step1.png <span style='color:#111;'> 356.83KB </span>","children":null,"spread":false},{"title":"G_Winston_E10_step1.png <span style='color:#111;'> 157.34KB </span>","children":null,"spread":false}],"spread":true},{"title":"Uncertainty_Quantification","children":[{"title":"Preprocessing","children":[{"title":"means.npy <span style='color:#111;'> 83.29MB </span>","children":null,"spread":false},{"title":"GRIB2npy.py <span style='color:#111;'> 4.74KB </span>","children":null,"spread":false},{"title":"npy2tfr.py <span style='color:#111;'> 4.21KB </span>","children":null,"spread":false},{"title":"stddevs.npy <span style='color:#111;'> 83.29MB </span>","children":null,"spread":false},{"title":"preprocessing_parameters.py <span style='color:#111;'> 1.19KB </span>","children":null,"spread":false}],"spread":true},{"title":"Pytorch","children":[{"title":"infer.py <span style='color:#111;'> 4.76KB </span>","children":null,"spread":false},{"title":"loader.py <span style='color:#111;'> 4.44KB </span>","children":null,"spread":false},{"title":"pytorch_environment.yml <span style='color:#111;'> 2.80KB </span>","children":null,"spread":false},{"title":"models.py <span style='color:#111;'> 12.53KB </span>","children":null,"spread":false},{"title":"utils.py <span style='color:#111;'> 4.58KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 3.38KB </span>","children":null,"spread":false},{"title":"ssim.py <span style='color:#111;'> 10.86KB </span>","children":null,"spread":false},{"title":"Model_Filter.ipynb <span style='color:#111;'> 12.68MB </span>","children":null,"spread":false},{"title":"train.py <span style='color:#111;'> 6.33KB </span>","children":null,"spread":false}],"spread":true},{"title":"RESNET2D.py <span style='color:#111;'> 8.55KB </span>","children":null,"spread":false},{"title":"parameters.py <span style='color:#111;'> 2.29KB </span>","children":null,"spread":false},{"title":"predict.py <span style='color:#111;'> 3.10KB </span>","children":null,"spread":false},{"title":"train.py <span style='color:#111;'> 6.79KB </span>","children":null,"spread":false}],"spread":true}],"spread":true}],"spread":true}]