NeuralGCM
A package for building hybrid ML+Physics atmospheric models for weather and climate simulations.
https://github.com/google-research/neuralgcm
Category: Climate Change
Sub Category: Earth and Climate Modeling
Keywords from Contributors
weather neuralgcm climate convolutional-neural-network jax transformers python-framework distributed bayesian-methods probabilistic-programming
Last synced: 1 day ago
JSON representation
Committers metadata
Last synced: 3 days ago
Total Commits: 567
Total Committers: 23
Avg Commits per committer: 24.652
Development Distribution Score (DDS): 0.451
Commits in past year: 265
Committers in past year: 12
Avg Commits per committer in past year: 22.083
Development Distribution Score (DDS) in past year: 0.249
| Name | Commits | |
|---|---|---|
| Dmitrii Kochkov | d****v@g****m | 311 |
| Stephan Hoyer | s****r@g****m | 168 |
| Janni Yuval | j****l@g****m | 44 |
| Ian Langmore | l****e@g****m | 7 |
| Jianing Fang | j****g@g****m | 6 |
| NeuralGCM authors | n****y@g****m | 5 |
| Jake VanderPlas | v****s@g****m | 3 |
| Cristian Garcia | c****8@g****m | 3 |
| Cristian Garcia | c****e@g****m | 2 |
| Amer Elsheikh | a****e@g****m | 2 |
| Ignacio Lopez-Gomez | i****p@g****m | 2 |
| Parker Schuh | p****s@g****m | 2 |
| Sergei Lebedev | s****v@g****m | 2 |
| Alejandro Saucedo | a****e@g****m | 1 |
| Colin Gaffney | c****y@g****m | 1 |
| Hana Joo | h****o@g****m | 1 |
| Ivy Zheng | i****g@g****m | 1 |
| Jacob Burnim | j****m@g****m | 1 |
| Matej Aleksandrov | m****v@g****m | 1 |
| Adam Subel | a****l@g****m | 1 |
| Peter Hawkins | p****s@g****m | 1 |
| Yue Sheng | y****s@g****m | 1 |
| dependabot[bot] | 4****] | 1 |
Committer domains:
- google.com: 20
Issue and Pull Request metadata
Last synced: over 1 year ago
Total issues: 60
Total pull requests: 139
Average time to close issues: 19 days
Average time to close pull requests: 6 days
Total issue authors: 23
Total pull request authors: 7
Average comments per issue: 2.87
Average comments per pull request: 0.08
Merged pull request: 64
Bot issues: 0
Bot pull requests: 124
Past year issues: 60
Past year pull requests: 139
Past year average time to close issues: 19 days
Past year average time to close pull requests: 6 days
Past year issue authors: 23
Past year pull request authors: 7
Past year average comments per issue: 2.87
Past year average comments per pull request: 0.08
Past year merged pull request: 64
Past year bot issues: 0
Past year bot pull requests: 124
Top Issue Authors
- weatherforecasterwhai (15)
- leanderloew (7)
- GanZhang-GFD (3)
- ShihengDuan (2)
- snumuchan (2)
- yuliang954 (2)
- shoyer (2)
- ShileiCao (1)
- alxmrs (1)
- ricardobarroslourenco (1)
- ZoudaLevy (1)
- YohanAbeysinghe (1)
- smhenry2 (1)
- joshdorrington (1)
- 2095099596 (1)
Top Pull Request Authors
- copybara-service[bot] (126)
- shoyer (6)
- kochkov92 (1)
- SaptarishiD (1)
- axsaucedo (1)
- dependabot[bot] (1)
- efesurekli (1)
Top Issue Labels
- enhancement (1)
Top Pull Request Labels
- pull ready (7)
- dependencies (1)
Package metadata
- Total packages: 1
- Total downloads: unknown
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 0
spack.io: py-neuralgcm
NeuralGCM: Hybrid ML + Physics model of Earth's atmosphere.
- Homepage: https://github.com/google-research/neuralgcm
- Licenses: []
- Latest release: (published 3 days ago)
- Last Synced: 2026-08-17T00:21:08.199Z (3 days ago)
- Versions: 0
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Average: 27.807%
- Dependent packages count: 55.613%
Score: -Infinity