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Summary

An open API service for producing an overview of a list of open source projects.

JOSS: https://github.com/Lightning-AI/torchmetrics

analyses data-science deep-learning machine-learning metrics python pytorch

Score: 31.008427097632723

Last synced: about 2 hours ago
JSON representation

Repository metadata:

Machine learning metrics for distributed, scalable PyTorch applications.

Owner metadata:

GitHub Events

Total
Last Year

Committers metadata

Last synced: 2 days ago

Total Commits: 2,329
Total Committers: 295
Avg Commits per committer: 7.895
Development Distribution Score (DDS): 0.693

Commits in past year: 81
Committers in past year: 22
Avg Commits per committer in past year: 3.682
Development Distribution Score (DDS) in past year: 0.519

Name Email Commits
Jirka j****c@s****z 716
Nicki Skafte Detlefsen s****i@g****m 491
dependabot[bot] 4****] 422
Daniel Stancl 4****d 47
Rittik Panda r****4@g****m 28
quancs 1****6@q****m 22
Justus Schock 1****k 21
pre-commit-ci[bot] 6****] 20
Shion Matsumoto s****7@g****m 15
Luca Di Liello l****o@u****t 15
Bas Krahmer b****r@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
Bhimraj Yadav b****7@g****m 10
Reagan Lee 9****e 9
Adam J. Stewart a****6@g****m 9
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
and 265 more...

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 475
Total pull requests: 1,674
Average time to close issues: 2 months
Average time to close pull requests: 15 days
Total issue authors: 365
Total pull request authors: 153
Average comments per issue: 2.79
Average comments per pull request: 1.57
Merged pull request: 1,221
Bot issues: 4
Bot pull requests: 674

Past year issues: 35
Past year pull requests: 172
Past year average time to close issues: about 1 month
Past year average time to close pull requests: 12 days
Past year issue authors: 34
Past year pull request authors: 47
Past year average comments per issue: 1.4
Past year average comments per pull request: 1.2
Past year merged pull request: 42
Past year bot issues: 1
Past year bot pull requests: 53

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/Lightning-AI/torchmetrics

Top Issue Authors

  • Borda (12)
  • stancld (10)
  • Yann-CV (5)
  • ValerianRey (5)
  • nkaenzig (5)
  • robmarkcole (5)
  • patrontheo (4)
  • rittik9 (4)
  • dependabot[bot] (4)
  • Queuecumber (4)
  • michael080808 (4)
  • OmerShubi (4)
  • awaelchli (4)
  • donglihe-hub (4)
  • SkafteNicki (4)

Top Pull Request Authors

  • dependabot[bot] (659)
  • Borda (314)
  • SkafteNicki (237)
  • rittik9 (69)
  • baskrahmer (31)
  • jlaportebot (21)
  • matsumotosan (18)
  • Isalia20 (16)
  • pre-commit-ci[bot] (15)
  • bhimrazy (12)
  • adamjstewart (11)
  • VijayVignesh1 (10)
  • stancld (8)
  • quancs (7)
  • iamkulbhushansingh (7)

Top Issue Labels

  • help wanted (284)
  • bug / fix (268)
  • enhancement (143)
  • topic: Image (36)
  • New metric (34)
  • v1.2.x (34)
  • documentation (27)
  • question (24)
  • v1.3.x (20)
  • good first issue (18)
  • 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)
  • working as intended (5)
  • Priority (5)
  • v0.10.x (5)
  • API / design (3)
  • wontfix (3)
  • v0.3.x (3)

Top Pull Request Labels

  • test / CI (749)
  • ready (619)
  • 0:] Ready-To-Go (302)
  • documentation (202)
  • bug / fix (182)
  • topic: Classif (138)
  • enhancement (129)
  • topic: Image (122)
  • topic: Detect (84)
  • topic: Text (76)
  • topic: Regress (69)
  • topic: Audio (56)
  • New metric (54)
  • topic: MModal (38)
  • topic: Cluster (36)
  • topic: Retrieval (29)
  • Priority (29)
  • refactoring (25)
  • topic: Nominal (13)
  • has conflicts (10)
  • 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

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: 1.9.0 (published 5 months ago)
  • Last Synced: 2026-08-12T05:33:08.293Z (1 day ago)
  • Versions: 73
  • Dependent Packages: 340
  • Dependent Repositories: 7,449
  • Downloads: 11,882,534 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)
proxy.golang.org: github.com/Lightning-AI/torchmetrics

proxy.golang.org: github.com/lightning-ai/torchmetrics

guix: python-torchmetrics

Machine learning metrics for PyTorch applications

Dependencies

.github/workflows/ci-integrate.yml actions
  • ./.github/actions/caching * composite
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
.github/workflows/greetings.yml actions
  • actions/first-interaction v1 composite
.devcontainer/Dockerfile docker
  • mcr.microsoft.com/vscode/devcontainers/python ${VARIANT} build
requirements.txt pypi
  • lightning-utilities >=0.4.1
  • numpy >=1.17.2
  • packaging *
  • torch >=1.8.1
  • typing-extensions *
.github/actions/pull-caches/action.yml actions
  • actions/cache/restore v3 composite
.github/actions/push-caches/action.yml actions
  • actions/cache/restore v3 composite
  • actions/cache/save v3 composite
.github/workflows/ci-checks.yml actions
.github/workflows/clear-cache.yml actions
.github/workflows/docs-build.yml actions
  • ./.github/actions/pull-caches * composite
  • ./.github/actions/push-caches * composite
  • actions/cache v3 composite
  • actions/checkout v3 composite
  • actions/download-artifact v3 composite
  • actions/setup-python v4 composite
  • actions/upload-artifact v3 composite
  • google-github-actions/auth v1 composite
  • google-github-actions/setup-gcloud v1 composite
pyproject.toml pypi
setup.py pypi
.github/workflows/ci-tests.yml actions
  • ./.github/actions/pull-caches * composite
  • ./.github/actions/push-caches * composite
  • ./.github/actions/unittesting * composite
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
.github/workflows/docker-build.yml actions
  • actions/checkout v3 composite
  • docker/build-push-action v4 composite
  • docker/login-action v2 composite
.github/workflows/publish-pkg.yml actions
  • AButler/upload-release-assets v2.0 composite
  • actions/checkout v3 composite
  • actions/download-artifact v3 composite
  • actions/setup-python v4 composite
  • actions/upload-artifact v3 composite
  • juliangruber/sleep-action v1 composite
  • pypa/gh-action-pypi-publish v1.8.10 composite
.github/workflows/cmd-help.yml actions
  • peter-evans/create-or-update-comment e8674b075228eee787fea43ef493e45ece1004c9 composite
.github/workflows/_focus-diff.yml actions
  • actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
  • actions/setup-python a309ff8b426b58ec0e2a45f0f869d46889d02405 composite
.github/workflows/cmd-rebase.yml actions
  • actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
  • peter-evans/create-or-update-comment e8674b075228eee787fea43ef493e45ece1004c9 composite
dockers/ubuntu-cuda/Dockerfile docker
  • nvidia/cuda ${CUDA_VERSION}-runtime-ubuntu${UBUNTU_VERSION} build
.github/workflows/slash-cmd-dispatch.yml actions
  • peter-evans/slash-command-dispatch 13bc09769d122a64f75aa5037256f6f2d78be8c4 composite