https://github.com/ACEsuit/mace
Score: 22.899728747715265
Last synced: about 11 hours ago
JSON representation
Repository metadata:
MACE - Fast and accurate machine learning interatomic potentials with higher order equivariant message passing.
- Host: GitHub
- URL: https://github.com/ACEsuit/mace
- Owner: ACEsuit
- License: other
- Created: 2022-06-21T18:44:34.000Z (over 4 years ago)
- Default Branch: develop
- Last Pushed: 2026-09-24T15:15:56.000Z (15 days ago)
- Last Synced: 2026-10-02T09:19:02.006Z (7 days ago)
- Language: Python
- Homepage:
- Size: 173 MB
- Stars: 1,371
- Watchers: 26
- Forks: 488
- Open Issues: 256
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE.md
Owner metadata:
- Name: ACEsuit
- Login: ACEsuit
- Email:
- Kind: organization
- Description:
- Website:
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/68508620?v=4
- Repositories: 23
- Last Synced at: 2026-10-06T23:34:44.068Z
- Profile URL: https://github.com/ACEsuit
GitHub Events
Total
- Create event: 54
- Delete event: 35
- Discussion event: 19
- Fork event: 140
- Issue comment event: 800
- Issues event: 312
- Member event: 1
- Pull request event: 279
- Pull request review comment event: 47
- Pull request review event: 51
- Push event: 440
- Release event: 9
- Watch event: 368
- Total: 2555
Last Year
- Create event: 9
- Delete event: 2
- Discussion event: 19
- Fork event: 13
- Issue comment event: 77
- Issues event: 38
- Pull request event: 27
- Pull request review comment event: 9
- Pull request review event: 11
- Push event: 73
- Watch event: 67
- Total: 345
Committers metadata
Last synced: 3 days ago
Total Commits: 1,447
Total Committers: 83
Avg Commits per committer: 17.434
Development Distribution Score (DDS): 0.514
Commits in past year: 253
Committers in past year: 32
Avg Commits per committer in past year: 7.906
Development Distribution Score (DDS) in past year: 0.696
| Name | Commits | |
|---|---|---|
| Ilyes Batatia | 4****9 | 703 |
| D.P. Kovacs | d****7@g****m | 84 |
| Alejandro Acosta | a****a@m****e | 77 |
| Noam Bernstein | n****n@n****l | 74 |
| ttompa | 0****e@i****m | 71 |
| Hatem Helal | h****h@g****i | 32 |
| Janosh Riebesell | j****l@g****m | 28 |
| vue1999 | e****3@c****k | 23 |
| Will Baldwin | w****8@c****k | 23 |
| vue1999 | v****9@g****m | 23 |
| Alin M Elena | a****n@e****e | 21 |
| mavaylon1 | m****1@b****u | 20 |
| Rokas Elijošius | r****4@c****k | 19 |
| Vivek Bharadwaj | v****j@b****u | 16 |
| Eszter Varga-Umbrich | e****h@1****6 | 14 |
| Thomas Warford | t****d@h****k | 13 |
| Chuck Witt | w****k@g****m | 13 |
| Nilsgoe | n****1@h****e | 13 |
| Rhys Goodall | r****l@o****m | 11 |
| Tamas K Stenczel | t****2@c****k | 11 |
| ElliottKasoar | 4****r | 11 |
| vue1999 | e****3@l****r | 9 |
| CheukHinHoJerry | c****y@g****m | 8 |
| Andrew S. Rosen | a****3@g****m | 7 |
| W.J. Baldwin | w****8@l****r | 7 |
| Eszter Varga-Umbrich | e****h@E****l | 7 |
| felixmusil | f****l@e****h | 6 |
| Eszter Varga-Umbrich | e****h@d****k | 5 |
| Alexander Spears | a****s@w****k | 4 |
| Hubert Beck | 7****t | 4 |
| and 53 more... | ||
Issue and Pull Request metadata
Last synced: 3 days ago
Total issues: 385
Total pull requests: 365
Average time to close issues: about 2 months
Average time to close pull requests: 19 days
Total issue authors: 202
Total pull request authors: 88
Average comments per issue: 2.08
Average comments per pull request: 0.87
Merged pull request: 201
Bot issues: 0
Bot pull requests: 0
Past year issues: 96
Past year pull requests: 82
Past year average time to close issues: 26 days
Past year average time to close pull requests: 20 days
Past year issue authors: 44
Past year pull request authors: 35
Past year average comments per issue: 0.79
Past year average comments per pull request: 0.94
Past year merged pull request: 38
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- aacostadiaz (47)
- bernstei (44)
- alinelena (11)
- jungsdao (8)
- stargolike (6)
- ilyes319 (4)
- nihil39 (4)
- jonasbusk (4)
- janosh (4)
- cecilia-hong (4)
- ThomasWarford (4)
- ShubhangG (3)
- 1234zou (3)
- Mofahdi (3)
- JPDarby (3)
Top Pull Request Authors
- ilyes319 (97)
- bernstei (37)
- aacostadiaz (29)
- alinelena (12)
- vue1999 (11)
- hatemhelal (9)
- RokasEl (9)
- ThomasWarford (8)
- CompRhys (7)
- janosh (7)
- Nilsgoe (6)
- venkatkapil24 (6)
- darthjaja6 (5)
- wcwitt (5)
- jharrymoore (5)
Top Issue Labels
- reforge (41)
- lammps (15)
- enhancement (10)
- bug (8)
- multi-head (6)
- numerics-critical (5)
- critical path (4)
- gpu (2)
- magnetic (1)
- OpenMM (1)
- polar (1)
- multi-gpu (1)
- warnings (1)
Top Pull Request Labels
- reforge (11)
- enhancement (2)
- stacked (1)
Package metadata
- Total packages: 5
-
Total downloads:
- pypi: 65,268 last-month
- Total dependent packages: 7 (may contain duplicates)
- Total dependent repositories: 0 (may contain duplicates)
- Total versions: 52
- Total maintainers: 2
proxy.golang.org: github.com/acesuit/mace
- Homepage:
- Documentation: https://pkg.go.dev/github.com/acesuit/mace#section-documentation
- Licenses: other
- Latest release: v0.3.16 (published 5 months ago)
- Last Synced: 2026-10-02T17:44:20.477Z (6 days ago)
- Versions: 18
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 6.528%
- Average: 6.747%
- Dependent repos count: 6.966%
proxy.golang.org: github.com/ACEsuit/mace
- Homepage:
- Documentation: https://pkg.go.dev/github.com/ACEsuit/mace#section-documentation
- Licenses: other
- Latest release: v0.3.16 (published 5 months ago)
- Last Synced: 2026-10-02T17:44:20.710Z (6 days ago)
- Versions: 18
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 6.528%
- Average: 6.747%
- Dependent repos count: 6.966%
pypi.org: mace-torch
- Homepage: https://github.com/ACEsuit/mace
- Documentation: https://mace-torch.readthedocs.io/
- Licenses: MIT License
- Latest release: 0.3.16 (published 5 months ago)
- Last Synced: 2026-10-02T17:44:19.330Z (6 days ago)
- Versions: 14
- Dependent Packages: 7
- Dependent Repositories: 0
- Downloads: 65,268 Last month
-
Rankings:
- Stargazers count: 4.108%
- Forks count: 4.869%
- Dependent packages count: 10.037%
- Downloads: 11.79%
- Average: 19.41%
- Dependent repos count: 66.249%
- Maintainers (1)
nixpkgs-unstable: python314Packages.mace-torch
Fast and accurate machine learning interatomic potentials with higher order equivariant message passing
- Homepage: https://github.com/acesuit/mace
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/mace-torch/default.nix#L132
- Licenses: MIT
- Latest release: 0.3.16 (published 4 months ago)
- Last Synced: 2026-06-17T01:11:37.645Z (4 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-unstable: python313Packages.mace-torch
Fast and accurate machine learning interatomic potentials with higher order equivariant message passing
- Homepage: https://github.com/acesuit/mace
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/mace-torch/default.nix#L132
- Licenses: MIT
- Latest release: 0.3.16 (published 4 months ago)
- Last Synced: 2026-06-17T01:11:12.000Z (4 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
Dependencies
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