openclimatefix/metnet

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PyTorch Implementation of Google Research's MetNet and MetNet-2

Stars: 305
Forks: 64
Open beginner issues: 0
Indexed issues: 29
Avg merge: 5d 4h
Merged PRs (30d): 1

Dominant language: Python
License: MIT
Last GitHub push: Aug 25, 2026
Latest indexed: Sep 19, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: good first issue

Beginner friendly Everything

Open All

29 open issues indexed

[Paper] MetNet Global Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 20/100

openclimatefix/metnet#74 · 9 comments · Opened Oct 17, 2025
Example with Real Atmospheric Data Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

openclimatefix/metnet#73 · 1 comment · Opened Jul 16, 2025
need improvement in accesing weight in the Pretrained Weights section Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

openclimatefix/metnet#71 · 1 comment · Opened Dec 25, 2024
metnet 2 import issue Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 35/100

openclimatefix/metnet#70 · 1 comment · Opened Nov 14, 2024
issue about the evaluation of the metnet Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

openclimatefix/metnet#69 · 1 comment · Opened Sep 30, 2024
about train code Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

openclimatefix/metnet#68 · 1 comment · Opened Jul 11, 2024
Fix formatting issues/loosen ruff rules Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 32/100

openclimatefix/metnet#67 · 6 comments · Opened Jul 3, 2024
Fix tests Open

bug good first issue

Difficulty 4/5 3-5 days Newbie friendliness 25/100

openclimatefix/metnet#66 · 12 comments · Opened Jun 18, 2024
Is there a way to easily change the target patch size? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

openclimatefix/metnet#63 · 1 comment · Opened Jan 18, 2024
About the input data and the trained model Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

openclimatefix/metnet#62 · 1 comment · Opened Dec 20, 2023
Add integrating lead time into layers (i.e. FiLM, but need to make sure that the implementation we have from our MetNet-2 is correct) Open

openclimatefix/metnet#61 · 1 assignee · Opened Nov 17, 2023
Understanding how MetNet works Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

openclimatefix/metnet#59 · Opened Nov 4, 2023
[Meta] Implement MetNet-3 Model Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

openclimatefix/metnet#55 · 4 comments · 5 reactions · Opened Oct 19, 2023
Add MetNet-3 Open

enhancement

openclimatefix/metnet#54 · 12 comments · 3 reactions · 1 assignee · Opened Jun 14, 2023
Request to Make Data Public. Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

openclimatefix/metnet#53 · 2 comments · Opened May 28, 2023
It seems to be a very interesting project for weather forecasting, could you help me with the steps needed to run the system on my IDE, I am actually using vscode Ide. Open

documentation

Difficulty 3/5 1-2 days Newbie friendliness 20/100

openclimatefix/metnet#52 · 3 comments · Opened May 11, 2023
Add official MetNet-2 Version Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 20/100

openclimatefix/metnet#47 · 6 comments · Opened Feb 13, 2023
[Paper] Thunderstorm nowcasting with deep learning:a multi-hazard data fusion model Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 20/100

openclimatefix/metnet#43 · 2 comments · Opened Nov 10, 2022
About the target patch Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

openclimatefix/metnet#39 · 3 comments · Opened Sep 11, 2022
Do Alblation Study Open

enhancement

openclimatefix/metnet#38 · 1 assignee · Opened Sep 8, 2022
MetNet-2: Match paper better by adding FiLM output to ConvLSTM layers Open

enhancement good first issue

openclimatefix/metnet#31 · 1 comment · 1 assignee · Opened Jul 9, 2022
Attention Layer Bottleneck Open

bug

Difficulty 5/5 Over a week Newbie friendliness 25/100

openclimatefix/metnet#24 · 11 comments · Opened Mar 15, 2022
Network not learning Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 32/100

openclimatefix/metnet#22 · 7 comments · Opened Mar 5, 2022
Memory issues in training loop Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 35/100

openclimatefix/metnet#19 · 15 comments · Opened Feb 23, 2022
Add training with similar data to paper Open

enhancement

openclimatefix/metnet#13 · 3 comments · 1 reaction · 1 assignee · Opened Feb 9, 2022
Add HF model cards with carbon costs for training Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 35/100

openclimatefix/metnet#11 · 2 comments · 1 reaction · Opened Feb 3, 2022
About the input data Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

openclimatefix/metnet#7 · 3 comments · Opened Dec 17, 2021
Update HuggingFace repo with this model, add demo Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 25/100

openclimatefix/metnet#5 · 1 comment · Opened Nov 15, 2021
Demo this repo? Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

openclimatefix/metnet#4 · 5 comments · Opened Nov 14, 2021

openclimatefix/metnet

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