NeuralGCM
A package for building hybrid ML+Physics atmospheric models for weather and climate simulations.
https://github.com/neuralgcm/neuralgcm
Category: Climate Change
Sub Category: Earth and Climate Modeling
Keywords
climate neuralgcm weather
Keywords from Contributors
convolutional-neural-network jax transformers python-framework distributed deeplearning deep-neural-networks probabilistic-programming bayesian-methods python-tensorflow
Last synced: about 24 hours ago
JSON representation
Repository metadata
Hybrid ML + physics model of the Earth's atmosphere
- Host: GitHub
- URL: https://github.com/neuralgcm/neuralgcm
- Owner: neuralgcm
- License: apache-2.0
- Created: 2024-02-05T16:18:12.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2025-12-11T17:09:49.000Z (14 days ago)
- Last Synced: 2025-12-13T00:45:13.439Z (13 days ago)
- Topics: climate, neuralgcm, weather
- Language: Python
- Homepage: https://neuralgcm.readthedocs.io
- Size: 7.15 MB
- Stars: 897
- Watchers: 14
- Forks: 114
- Open Issues: 56
- Releases: 5
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
README.md
Neural General Circulation Models for Weather and Climate
NeuralGCM is a Python library for building hybrid ML/physics atmospheric models
for weather and climate simulation.
- Paper
- Documentation
- License:
- Code: Apache License, Version 2.0
- Trained model weights: Creative Commons Attribution-ShareAlike 4.0 International.
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Owner metadata
- Name: neuralgcm
- Login: neuralgcm
- Email:
- Kind: organization
- Description:
- Website:
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/190404709?v=4
- Repositories: 1
- Last ynced at: 2024-12-04T05:03:56.456Z
- Profile URL: https://github.com/neuralgcm
GitHub Events
Total
- Create event: 244
- Release event: 3
- Issues event: 48
- Watch event: 150
- Delete event: 243
- Issue comment event: 78
- Push event: 1024
- Pull request review event: 1
- Pull request event: 480
- Fork event: 25
Last Year
- Create event: 228
- Release event: 2
- Issues event: 35
- Watch event: 138
- Delete event: 214
- Issue comment event: 52
- Push event: 904
- Pull request event: 429
- Fork event: 24
Committers metadata
Last synced: 11 days ago
Total Commits: 420
Total Committers: 19
Avg Commits per committer: 22.105
Development Distribution Score (DDS): 0.543
Commits in past year: 301
Committers in past year: 13
Avg Commits per committer in past year: 23.154
Development Distribution Score (DDS) in past year: 0.475
| Name | Commits | |
|---|---|---|
| Dmitrii Kochkov | d****v@g****m | 192 |
| Stephan Hoyer | s****r@g****m | 163 |
| Janni Yuval | j****l@g****m | 30 |
| Ian Langmore | l****e@g****m | 7 |
| Jianing Fang | j****g@g****m | 5 |
| NeuralGCM authors | n****y@g****m | 5 |
| Jake VanderPlas | v****s@g****m | 3 |
| Cristian Garcia | c****8@g****m | 3 |
| Sergei Lebedev | s****v@g****m | 2 |
| Alejandro Saucedo | a****e@g****m | 1 |
| Colin Gaffney | c****y@g****m | 1 |
| Ivy Zheng | i****g@g****m | 1 |
| Jacob Burnim | j****m@g****m | 1 |
| Parker Schuh | p****s@g****m | 1 |
| Peter Hawkins | p****s@g****m | 1 |
| Cristian Garcia | c****e@g****m | 1 |
| Adam Subel | a****l@g****m | 1 |
| Yue Sheng | y****s@g****m | 1 |
| dependabot[bot] | 4****] | 1 |
Committer domains:
- google.com: 16
Issue and Pull Request metadata
Last synced: 7 days ago
Total issues: 41
Total pull requests: 520
Average time to close issues: about 1 month
Average time to close pull requests: 5 days
Total issue authors: 25
Total pull request authors: 7
Average comments per issue: 1.61
Average comments per pull request: 0.04
Merged pull request: 302
Bot issues: 3
Bot pull requests: 509
Past year issues: 26
Past year pull requests: 407
Past year average time to close issues: 9 days
Past year average time to close pull requests: 4 days
Past year issue authors: 19
Past year pull request authors: 2
Past year average comments per issue: 0.58
Past year average comments per pull request: 0.02
Past year merged pull request: 240
Past year bot issues: 1
Past year bot pull requests: 407
Top Issue Authors
- weatherforecasterwhai (8)
- ShihengDuan (3)
- copybara-service[bot] (3)
- Steven04453X (2)
- snumuchan (2)
- shoyer (2)
- leanderloew (2)
- fdx-z (2)
- tyyjoanna (1)
- m13uz (1)
- whpy (1)
- JunerLee (1)
- jswhit (1)
- anthony-meza (1)
- Detachment73 (1)
Top Pull Request Authors
- copybara-service[bot] (505)
- shoyer (7)
- dependabot[bot] (4)
- kochkov92 (1)
- SaptarishiD (1)
- axsaucedo (1)
- efesurekli (1)
Top Issue Labels
- bug (1)
Top Pull Request Labels
- pull ready (10)
- dependencies (4)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 1,669 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 5
- Total maintainers: 1
pypi.org: neuralgcm
Neural General Circulation Models for Weather and Climate
- Homepage:
- Documentation: https://neuralgcm.readthedocs.io/
- Licenses: apache-2.0
- Latest release: 1.2.2 (published 5 months ago)
- Last Synced: 2025-07-31T19:45:30.754Z (5 months ago)
- Versions: 5
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 1,669 Last month
-
Rankings:
- Dependent packages count: 10.898%
- Average: 36.133%
- Dependent repos count: 61.368%
- Maintainers (1)
Dependencies
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- styfle/cancel-workflow-action 0.7.0 composite
- dinosaur @git+https://github.com/google-research/dinosaur
- dm-haiku *
- gin-config *
- jax *
- jaxlib *
- numpy *
- optax *
- pandas *
- tensorflow_probability *
- xarray *
Score: 17.224632788231443