ECMWFCode4Earth/diffusion-models-for-weather-prediction

Issues

• Update Lightning to 2.1.2

  #46 opened 10 months ago by itsmohitanand
  0

• support pretained AFNO

  #43 opened a year ago by itsmohitanand
  1

• Regridding from finer grids

  #30 opened a year ago by jonathanwider
  1

• classifier free guidance

  #29 opened a year ago by jonathanwider
  0

• iterative prediction

  #44 opened a year ago by jonathanwider
  1

• Run finer resolution model

  #31 opened a year ago by itsmohitanand
  0

• fix zarr bug

  #26 opened a year ago by itsmohitanand
  0

• add ViT as a forecast module

  #42 opened a year ago by itsmohitanand
  0

• Forecast module before unet

  #36 opened a year ago by itsmohitanand
  0

• Benchmarking Script

  #39 opened a year ago by itsmohitanand
  0

• Test FourcastNet as Forecaster

  #37 opened a year ago by jonathanwider
  0

• Clean-Up + Automatic hyperparameter loading.

  #32 opened a year ago by jonathanwider
  0

• Add latent module

  #33 opened a year ago by itsmohitanand
  0

• Rewrite zarr dataset with xarray

  #25 opened 2 years ago by jonathanwider
  1

• move config templates to github repo

  #4 opened 2 years ago by jonathanwider
  0

• Test MAE loss instead of MSE loss

  #27 opened 2 years ago by jonathanwider
  0

• rewrite prediction data loader for new zarr based datasets

  #23 opened 2 years ago by jonathanwider
  1

• think whether we want to include every hour and not only every sixth hour in data sets

  #12 opened 2 years ago by jonathanwider
  2

• Explore the initial val loss dip

  #19 opened 2 years ago by itsmohitanand
  1

• Hunt reason for performance decrease

  #24 opened 2 years ago by jonathanwider
  1

• Latitude-Weighted Loss function?

  #17 opened 2 years ago by jonathanwider
  0

• new metric validation steps

  #20 opened 2 years ago by jonathanwider
  0

• Log test loss during training

  #14 opened 2 years ago by jonathanwider
  0

• Add possibility to use DDIM sampler for predictions

  #8 opened 2 years ago by jonathanwider
  1

• Periodic Padding along the longitudes

  #3 opened 2 years ago by jonathanwider
  0

• Experiment ensemble prediction

  #11 opened 2 years ago by jonathanwider
  0

• ensemble predictions

  #1 opened 2 years ago by jonathanwider
  1

• Effect of ERA5 Pretraining

  #13 opened 2 years ago by jonathanwider
  0

• move config files to github repo

  #2 opened 2 years ago by jonathanwider
  1

• Implement Early stopping

  #5 opened 2 years ago by jonathanwider
  1

• Add val loss in callbacks

  #6 opened 2 years ago by itsmohitanand
  0