JOSS: https://github.com/Lightning-AI/torchmetrics
analyses data-science deep-learning machine-learning metrics python pytorch
Score: 30.818789881777832
Last synced: about 9 hours ago
JSON representation
Repository metadata:
Machine learning metrics for distributed, scalable PyTorch applications.
- Host: GitHub
- URL: https://github.com/Lightning-AI/torchmetrics
- Owner: Lightning-AI
- License: apache-2.0
- Created: 2020-12-22T20:02:42.000Z (about 5 years ago)
- Default Branch: master
- Last Pushed: 2025-12-18T05:58:05.000Z (about 2 months ago)
- Last Synced: 2025-12-21T01:38:02.342Z (about 2 months ago)
- Topics: analyses, data-science, deep-learning, machine-learning, metrics, python, pytorch
- Language: Python
- Homepage: https://lightning.ai/docs/torchmetrics/
- Size: 13.2 MB
- Stars: 2,380
- Watchers: 29
- Forks: 468
- Open Issues: 122
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: .github/CONTRIBUTING.md
- License: LICENSE
- Code of conduct: .github/CODE_OF_CONDUCT.md
- Citation: CITATION.cff
- Codeowners: .github/CODEOWNERS
Owner metadata:
- Name: ⚡️ Lightning AI
- Login: Lightning-AI
- Email:
- Kind: organization
- Description: Turn ideas into AI, Lightning fast. Creators of PyTorch Lightning, Lightning AI Studio, TorchMetrics, Fabric, Lit-GPT, Lit-LLaMA
- Website: https://lightning.ai/
- Location: United States of America
- Twitter: LightningAI
- Company:
- Icon url: https://avatars.githubusercontent.com/u/58386951?v=4
- Repositories: 38
- Last Synced at: 2024-03-25T20:24:33.478Z
- Profile URL: https://github.com/Lightning-AI
GitHub Events
Total
- Create event: 242
- Delete event: 204
- Fork event: 61
- Issue comment event: 829
- Issues event: 170
- Pull request event: 588
- Pull request review comment event: 353
- Pull request review event: 631
- Push event: 1145
- Release event: 14
- Watch event: 225
- Total: 4462
Last Year
- Create event: 183
- Delete event: 153
- Fork event: 47
- Issue comment event: 645
- Issues event: 124
- Pull request event: 456
- Pull request review comment event: 262
- Pull request review event: 469
- Push event: 821
- Release event: 9
- Watch event: 172
- Total: 3341
Committers metadata
Last synced: about 1 month ago
Total Commits: 2,290
Total Committers: 284
Avg Commits per committer: 8.063
Development Distribution Score (DDS): 0.688
Commits in past year: 271
Committers in past year: 35
Avg Commits per committer in past year: 7.743
Development Distribution Score (DDS) in past year: 0.62
| Name | Commits | |
|---|---|---|
| Jirka | j****c@s****z | 715 |
| Nicki Skafte Detlefsen | s****i@g****m | 490 |
| dependabot[bot] | 4****] | 408 |
| Daniel Stancl | 4****d | 47 |
| Rittik Panda | r****4@g****m | 27 |
| quancs | 1****6@q****m | 22 |
| pre-commit-ci[bot] | 6****] | 20 |
| Justus Schock | 1****k | 20 |
| Bas Krahmer | b****r@g****m | 15 |
| Luca Di Liello | l****o@u****t | 15 |
| Shion Matsumoto | s****7@g****m | 15 |
| Maxim Grechkin | m****2@g****m | 13 |
| deepsource-autofix[bot] | 6****] | 13 |
| Santiago Castro | s****o@u****u | 12 |
| William Falcon | w****7@c****u | 11 |
| Akihiro Nitta | n****a@a****m | 10 |
| Reagan Lee | 9****e | 9 |
| Adam J. Stewart | a****6@g****m | 8 |
| Irakli Salia | 6****0 | 8 |
| Teddy Koker | t****r@g****m | 8 |
| Ethan Harris | e****s@g****m | 8 |
| Ashutosh Kumar | a****1@g****m | 7 |
| Tobias Kupek | t****k | 7 |
| edenlightning | 6****g | 7 |
| thomas chaton | t****s@g****i | 7 |
| Tadej Svetina | t****a@g****m | 6 |
| twsl | 4****l | 6 |
| Adrian Wälchli | a****i@g****m | 6 |
| Rohit Gupta | r****8@g****m | 6 |
| Valérian Rey | 3****y | 5 |
| and 254 more... | ||
Issue and Pull Request metadata
Last synced: about 1 month ago
Total issues: 454
Total pull requests: 1,583
Average time to close issues: 2 months
Average time to close pull requests: 15 days
Total issue authors: 349
Total pull request authors: 121
Average comments per issue: 2.83
Average comments per pull request: 1.58
Merged pull request: 1,206
Bot issues: 4
Bot pull requests: 665
Past year issues: 84
Past year pull requests: 530
Past year average time to close issues: 19 days
Past year average time to close pull requests: 5 days
Past year issue authors: 74
Past year pull request authors: 45
Past year average comments per issue: 1.36
Past year average comments per pull request: 1.36
Past year merged pull request: 353
Past year bot issues: 1
Past year bot pull requests: 233
Top Issue Authors
- Borda (12)
- stancld (10)
- ValerianRey (5)
- Yann-CV (5)
- robmarkcole (5)
- nkaenzig (5)
- michael080808 (4)
- OmerShubi (4)
- awaelchli (4)
- rittik9 (4)
- SkafteNicki (4)
- Queuecumber (4)
- donglihe-hub (4)
- dependabot[bot] (4)
- ytang137 (3)
Top Pull Request Authors
- dependabot[bot] (650)
- Borda (311)
- SkafteNicki (236)
- rittik9 (68)
- baskrahmer (31)
- matsumotosan (18)
- Isalia20 (16)
- pre-commit-ci[bot] (15)
- adamjstewart (10)
- VijayVignesh1 (10)
- stancld (8)
- iamkulbhushansingh (7)
- quancs (7)
- martin-kokos (6)
- i-aki-y (6)
Top Issue Labels
- help wanted (270)
- bug / fix (254)
- enhancement (139)
- topic: Image (36)
- New metric (34)
- v1.2.x (34)
- documentation (27)
- question (23)
- v1.3.x (19)
- good first issue (17)
- v1.4.x (17)
- v0.11.x (16)
- v1.1.x (12)
- waiting on author (12)
- topic: Audio (11)
- v0.9.x (9)
- v1.6.x (9)
- topic: Text (8)
- v1.0.x (7)
- test / CI (7)
- refactoring (7)
- v0.8.x (6)
- v1.7.x (6)
- Important (5)
- v0.10.x (5)
- Priority (5)
- working as intended (5)
- v0.3.x (3)
- API / design (3)
- wontfix (3)
Top Pull Request Labels
- test / CI (740)
- ready (587)
- 0:] Ready-To-Go (303)
- documentation (202)
- bug / fix (179)
- topic: Classif (134)
- enhancement (127)
- topic: Image (116)
- topic: Detect (83)
- topic: Text (75)
- topic: Regress (68)
- topic: Audio (55)
- New metric (54)
- topic: MModal (38)
- topic: Cluster (35)
- Priority (29)
- topic: Retrieval (27)
- refactoring (25)
- topic: Nominal (13)
- has conflicts (9)
- waiting on author (8)
- Important (6)
- API / design (2)
- help wanted (1)
- v1.2.x (1)
- v1.5.x (1)
- kokoro:force-run (1)
- dependencies (1)
- github_actions (1)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 7,984,230 last-month
- Total docker downloads: 26,112,751
- Total dependent packages: 340
- Total dependent repositories: 7,449
- Total versions: 72
- Total maintainers: 3
pypi.org: torchmetrics
PyTorch native Metrics
- Homepage: https://github.com/Lightning-AI/torchmetrics
- Documentation: https://torchmetrics.rtfd.io/en/latest/
- Licenses: Apache-2.0
- Latest release: 1.8.2 (published 5 months ago)
- Last Synced: 2026-01-05T00:01:24.625Z (about 1 month ago)
- Versions: 72
- Dependent Packages: 340
- Dependent Repositories: 7,449
- Downloads: 7,984,230 Last month
- Docker Downloads: 26,112,751
-
Rankings:
- Dependent packages count: 0.075%
- Dependent repos count: 0.108%
- Downloads: 0.134%
- Docker downloads count: 0.643%
- Average: 0.906%
- Stargazers count: 1.672%
- Forks count: 2.807%
- Maintainers (3)
Dependencies
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