mllam neural-lam issues

mllam / neural-lam

Neural Weather Prediction for Limited Area Modeling

MIT License

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issues

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Introduce graph classes for graph-based models

#65 joeloskarsson opened 2 days ago
0
Modifying `WeatherDataset.__getitem__` to return timestamps

#64 leifdenby opened 2 days ago
2
Merge global forecasting capabilities from `prob_model_global`

#63 joeloskarsson opened 1 week ago
0
Merge Graph-EFM model from `prob_model_lam` branch

#62 joeloskarsson opened 1 week ago
0
Structured documentation for Neural-LAM

#61 joeloskarsson opened 1 week ago
2
Feature dataset yaml

#60 sadamov closed 1 week ago
0
Regression tests for model outputs

#59 joeloskarsson opened 2 weeks ago
0
Introduce `DataStorage` class (for handling different storage backends for datasets)

#58 leifdenby opened 2 weeks ago
2
Contributions to #34

#57 TomasLandelius opened 2 weeks ago
1
Added entry for PR #22 (previously forgotten)

#56 sadamov closed 1 week ago
1
Run ci/cd tests on push to main

#55 SimonKamuk closed 2 weeks ago
0
Multiple Zarr to Rule them All

#54 sadamov opened 2 weeks ago
5
Add draft github pull-request template

#53 leifdenby opened 3 weeks ago
3
Fix swapped x and y dimensions in comments and variable names for MEPS data

#52 joeloskarsson closed 3 weeks ago
2
[WIP]: Add cirun to github actions to enable gpu instance

#51 khintz opened 3 weeks ago
0
dummy change

#50 khintz closed 3 weeks ago
0
Refactor model class hierarchy

#49 joeloskarsson opened 3 weeks ago
3
Handling checkpoint-breaking changes

#48 joeloskarsson opened 3 weeks ago
2
Change copyright notice to specify all contributors

#47 joeloskarsson closed 3 weeks ago
1
Grid Dimension Ordering

#46 bet20ICL closed 3 weeks ago
6
Inference step

#45 clechartre opened 3 weeks ago
0
GRIB 2 output

#44 clechartre opened 3 weeks ago
0
Merge pull request #10 from MeteoSwiss/merge_upstream

#43 clechartre closed 3 weeks ago
1
GRIB 2 Output

#42 clechartre closed 3 weeks ago
1
inference

#41 clechartre closed 3 weeks ago
1
Three minor bugfixes for data_config.yaml workflow

#40 sadamov closed 3 weeks ago
7
25 normalize data on gpu

#39 sadamov opened 1 month ago
4
Feature: add tests for meps dataset

#38 SimonKamuk closed 3 weeks ago
8
Move dependencies to pyproject toml and create ci/cd install and import test

#37 leifdenby opened 1 month ago
1
Roadmap

#36 leifdenby closed 1 week ago
8
Idea for how to define neural-networks operating on graph

#35 leifdenby opened 1 month ago
4
Creation of Static and Forcing Fields

#34 sadamov opened 1 month ago
9
Use logging module instead of print statements

#33 mpvginde opened 1 month ago
2
Refactor codebase into a python package

#32 leifdenby opened 1 month ago
0
Replace constants.py with data_config.yaml

#31 sadamov closed 1 month ago
5
Add test for MEPS data example

#30 leifdenby closed 3 weeks ago
0
Simplify pre-commit setup

#29 leifdenby closed 1 month ago
16
Add changelog

#28 leifdenby closed 1 month ago
3
Simplified pip env setup

#27 sadamov closed 1 month ago
7
Introduce multi-node training setup

#26 sadamov opened 1 month ago
2
Normalize Data on GPU

#25 sadamov opened 1 month ago
2
Pytorch Dataset Class that Reads From Zarr Archive

#24 sadamov opened 1 month ago
1
Replace constants.py with data + region specification from yaml-file

#23 joeloskarsson closed 1 month ago
11
Parallelize parameter weight computation using PyTorch Distributed

#22 sadamov closed 3 weeks ago
4
Feature Request: Enhance Visualization Plots with Map Features

#21 sadamov opened 1 month ago
1
Feature Request: Generate GIFs from PNG Images for Each Variable and Level

#20 sadamov opened 1 month ago
1
Feature Request: Add Functionality to Apply Constraints to Predictions

#19 sadamov opened 1 month ago
1
Tracking of Input Channel Indices <-> Variable Name and Level

#18 sadamov opened 1 month ago
1
Feature: Robust restoration of optimizer and scheduler

#17 sadamov closed 4 weeks ago
4
Add Rank-Zero Printing and Improve Wandb Initialization

#16 sadamov opened 1 month ago
3