ECMWFCode4Earth/diffusion-models-for-weather-prediction issues and pull requests

#45 - 44 iterative prediction

Pull Request - State: closed - Opened by jonathanwider about 1 year ago

#44 - iterative prediction

Issue - State: closed - Opened by jonathanwider about 1 year ago - 1 comment

#43 - support pretained AFNO

Issue - State: closed - Opened by melioristic about 1 year ago - 1 comment

#42 - add ViT as a forecast module

Issue - State: closed - Opened by melioristic about 1 year ago

#41 - 36 forecast module before unet

Pull Request - State: closed - Opened by melioristic about 1 year ago

#40 - 39 benchmarking script

Pull Request - State: closed - Opened by melioristic about 1 year ago

#39 - Benchmarking Script

Issue - State: closed - Opened by melioristic about 1 year ago

#38 - 37 test fourcastnet as forecaster

Pull Request - State: closed - Opened by jonathanwider about 1 year ago

#37 - Test FourcastNet as Forecaster

Issue - State: closed - Opened by jonathanwider about 1 year ago

#36 - Forecast module before unet

Issue - State: closed - Opened by melioristic about 1 year ago

#35 - 32 clean up + automatic hyperparameter loading

Pull Request - State: closed - Opened by jonathanwider about 1 year ago

#34 - 33 add latent module

Pull Request - State: closed - Opened by melioristic about 1 year ago

#33 - Add latent module

Issue - State: closed - Opened by melioristic about 1 year ago

#32 - Clean-Up + Automatic hyperparameter loading.

Issue - State: closed - Opened by jonathanwider about 1 year ago

#31 - Run finer resolution model

Issue - State: closed - Opened by melioristic about 1 year ago

#30 - Regridding from finer grids

Issue - State: closed - Opened by jonathanwider about 1 year ago - 1 comment

#29 - classifier free guidance

Issue - State: closed - Opened by jonathanwider about 1 year ago

#28 - wip

Pull Request - State: closed - Opened by jonathanwider about 1 year ago

#27 - Test MAE loss instead of MSE loss

Issue - State: open - Opened by jonathanwider about 1 year ago

#26 - fix zarr bug

Issue - State: closed - Opened by melioristic over 1 year ago

#25 - Rewrite zarr dataset with xarray

Issue - State: closed - Opened by jonathanwider over 1 year ago - 1 comment

#24 - Hunt reason for performance decrease

Issue - State: closed - Opened by jonathanwider over 1 year ago - 1 comment

#23 - rewrite prediction data loader for new zarr based datasets

Issue - State: closed - Opened by jonathanwider over 1 year ago - 1 comment

#22 - added lat based weight

Pull Request - State: closed - Opened by melioristic over 1 year ago

#21 - realized that changes actually happen in dm_zoo ^^

Pull Request - State: closed - Opened by jonathanwider over 1 year ago

#20 - new metric validation steps

Issue - State: closed - Opened by jonathanwider over 1 year ago

#19 - Explore the initial val loss dip

Issue - State: closed - Opened by melioristic over 1 year ago - 1 comment
Labels: explore

#18 - 14 log test loss during training

Pull Request - State: closed - Opened by jonathanwider over 1 year ago - 1 comment

#17 - Latitude-Weighted Loss function?

Issue - State: closed - Opened by jonathanwider over 1 year ago

#16 - periodic padding + DDIM sampler

Pull Request - State: closed - Opened by jonathanwider over 1 year ago

#15 - 11 experiment ensemble prediction

Pull Request - State: closed - Opened by jonathanwider over 1 year ago

#14 - Log test loss during training

Issue - State: closed - Opened by jonathanwider over 1 year ago

#13 - Effect of ERA5 Pretraining

Issue - State: open - Opened by jonathanwider over 1 year ago

#12 - think whether we want to include every hour and not only every sixth hour in data sets

Issue - State: closed - Opened by jonathanwider over 1 year ago - 2 comments

#11 - Experiment ensemble prediction

Issue - State: closed - Opened by jonathanwider over 1 year ago

#10 - added reduce lr on plateau

Pull Request - State: closed - Opened by jonathanwider over 1 year ago

#9 - 1 ensemble predictions

Pull Request - State: closed - Opened by jonathanwider over 1 year ago

#8 - Add possibility to use DDIM sampler for predictions

Issue - State: closed - Opened by jonathanwider over 1 year ago - 1 comment

#7 - 6 add val loss in callbacks

Pull Request - State: closed - Opened by melioristic over 1 year ago

#6 - Add val loss in callbacks

Issue - State: closed - Opened by melioristic over 1 year ago

#5 - Implement Early stopping

Issue - State: closed - Opened by jonathanwider over 1 year ago - 1 comment

#4 - move config templates to github repo

Issue - State: closed - Opened by jonathanwider over 1 year ago

#3 - Periodic Padding along the longitudes

Issue - State: closed - Opened by jonathanwider over 1 year ago

#2 - move config files to github repo

Issue - State: closed - Opened by jonathanwider over 1 year ago - 1 comment

#1 - ensemble predictions

Issue - State: closed - Opened by jonathanwider over 1 year ago - 1 comment

GitHub / ECMWFCode4Earth/diffusion-models-for-weather-prediction issues and pull requests