JOSS: https://github.com/thieu1995/permetrics
classification classification-report clustering-evaluation coefficient-of-determination deviation-of-runoff-volume evaluation-metrics kling-gupta-efficiency mae nash-sutcliffe-efficiency performance-metrics regression regression-methods relative-error rmse symmetric-mean-absolute-percentage willmott-index
Score: 15.288177091826281
Last synced: about 18 hours ago
JSON representation
Repository metadata:
Artificial intelligence (AI, ML, DL) performance metrics implemented in Python
- Host: GitHub
- URL: https://github.com/thieu1995/permetrics
- Owner: thieu1995
- License: gpl-3.0
- Created: 2020-07-18T08:47:17.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2026-06-30T22:03:57.000Z (3 months ago)
- Last Synced: 2026-09-10T21:55:14.893Z (20 days ago)
- Topics: classification, classification-report, clustering-evaluation, coefficient-of-determination, deviation-of-runoff-volume, evaluation-metrics, kling-gupta-efficiency, mae, nash-sutcliffe-efficiency, performance-metrics, regression, regression-methods, relative-error, rmse, symmetric-mean-absolute-percentage, willmott-index
- Language: Python
- Homepage: https://permetrics.readthedocs.io/en/latest/
- Size: 3.05 MB
- Stars: 92
- Watchers: 4
- Forks: 24
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- Changelog: ChangeLog.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Citation: CITATION.cff
Owner metadata:
- Name: Nguyen Van Thieu
- Login: thieu1995
- Email:
- Kind: user
- Description: Without purpose, life is meaningless. And without love, it's merely existence
- Website: https://thieu1995.github.io/
- Location: Earth
- Twitter:
- Company: AIIR Group
- Icon url: https://avatars.githubusercontent.com/u/12763861?u=d21ce3396407876e2531d3ad0e3da7b79a9c7544&v=4
- Repositories: 186
- Last Synced at: 2026-09-25T14:36:57.607Z
- Profile URL: https://github.com/thieu1995
GitHub Events
Total
- Create event: 2
- Delete event: 1
- Fork event: 2
- Issue comment event: 1
- Issues event: 3
- Pull request event: 1
- Push event: 12
- Watch event: 12
- Total: 34
Last Year
- Create event: 2
- Delete event: 1
- Issues event: 1
- Pull request event: 1
- Push event: 12
- Watch event: 3
- Total: 20
Committers metadata
Last synced: 2 days ago
Total Commits: 578
Total Committers: 6
Avg Commits per committer: 96.333
Development Distribution Score (DDS): 0.054
Commits in past year: 114
Committers in past year: 2
Avg Commits per committer in past year: 57.0
Development Distribution Score (DDS) in past year: 0.009
| Name | Commits | |
|---|---|---|
| Thieu Nguyen | n****2@g****m | 547 |
| Thieu | t****n@p****n | 15 |
| Matthias Quinn | m****n@y****m | 12 |
| dependabot[bot] | 4****] | 2 |
| Gabby | a****a@g****m | 1 |
| Alexander Scherrmann | 3****n | 1 |
Issue and Pull Request metadata
Last synced: 2 days ago
Total issues: 11
Total pull requests: 9
Average time to close issues: about 1 year
Average time to close pull requests: 4 months
Total issue authors: 10
Total pull request authors: 4
Average comments per issue: 1.36
Average comments per pull request: 0.22
Merged pull request: 5
Bot issues: 0
Bot pull requests: 5
Past year issues: 3
Past year pull requests: 3
Past year average time to close issues: 7 months
Past year average time to close pull requests: 3 months
Past year issue authors: 3
Past year pull request authors: 3
Past year average comments per issue: 0.67
Past year average comments per pull request: 0.33
Past year merged pull request: 1
Past year bot issues: 0
Past year bot pull requests: 1
Top Issue Authors
- N3uralN3twork (2)
- 321HG (1)
- piterand (1)
- kunzrp (1)
- bskubi (1)
- chris-fj (1)
- rustamzh (1)
- NamitaBajpai (1)
- wasf84 (1)
- kno10 (1)
Top Pull Request Authors
- dependabot[bot] (5)
- galessiorob (2)
- alexanderscherrmann (1)
- julamarkova-vibe (1)
Top Issue Labels
- bug (5)
- enhancement (2)
Top Pull Request Labels
- dependencies (5)
- github_actions (2)
- python (1)
Package metadata
- Total packages: 18
-
Total downloads:
- pypi: 7,721 last-month
- Total dependent packages: 8 (may contain duplicates)
- Total dependent repositories: 1 (may contain duplicates)
- Total versions: 90
- Total maintainers: 2
proxy.golang.org: github.com/thieu1995/permetrics
- Homepage:
- Documentation: https://pkg.go.dev/github.com/thieu1995/permetrics#section-documentation
- Licenses: gpl-3.0
- Latest release: v2.1.0+incompatible (published 3 months ago)
- Last Synced: 2026-09-28T16:32:21.892Z (2 days ago)
- Versions: 26
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 4.702%
- Average: 4.86%
- Dependent repos count: 5.018%
alpine-edge: py3-permetrics-doc
Artificial intelligence (AI, ML, DL) performance metrics implemented in Python (documentation)
- Homepage: https://github.com/thieu1995/permetrics
- Licenses: Apache-2.0
- Latest release: 2.1.0-r2 (published 2 months ago)
- Last Synced: 2026-07-20T12:47:29.908Z (2 months ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Average: 5.977%
- Dependent packages count: 11.954%
- Maintainers (1)
pypi.org: permetrics
PerMetrics: A Framework of Performance Metrics for Machine Learning Models
- Homepage: https://github.com/thieu1995/permetrics
- Documentation: https://mafese.readthedocs.io/
- Licenses: GPLv3
- Latest release: 2.1.0 (published 3 months ago)
- Last Synced: 2026-09-28T16:32:16.868Z (2 days ago)
- Versions: 21
- Dependent Packages: 8
- Dependent Repositories: 1
- Downloads: 7,721 Last month
-
Rankings:
- Dependent packages count: 1.4%
- Downloads: 6.53%
- Average: 9.944%
- Stargazers count: 10.069%
- Forks count: 10.16%
- Dependent repos count: 21.559%
- Maintainers (1)
alpine-v3.18: py3-permetrics-pyc
Precompiled Python bytecode for py3-permetrics
- Homepage: https://github.com/thieu1995/permetrics
- Licenses: Apache-2.0 license
- Latest release: 1.3.3-r1 (published over 3 years ago)
- Last Synced: 2026-03-28T01:28:24.974Z (6 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
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Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 12.331%
- Stargazers count: 24.338%
- Forks count: 24.986%
- Maintainers (1)
alpine-v3.18: py3-permetrics
Artificial intelligence (AI, ML, DL) performance metrics implemented in Python
- Homepage: https://github.com/thieu1995/permetrics
- Licenses: Apache-2.0 license
- Latest release: 1.3.3-r1 (published over 3 years ago)
- Last Synced: 2026-03-28T01:28:24.406Z (6 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
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Rankings:
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- Average: 12.331%
- Stargazers count: 24.338%
- Forks count: 24.986%
- Maintainers (1)
alpine-edge: py3-permetrics
Artificial intelligence (AI, ML, DL) performance metrics implemented in Python
- Homepage: https://github.com/thieu1995/permetrics
- Licenses: Apache-2.0
- Latest release: 2.1.0-r2 (published 2 months ago)
- Last Synced: 2026-09-07T10:32:15.950Z (23 days ago)
- Versions: 15
- Dependent Packages: 0
- Dependent Repositories: 0
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Rankings:
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- Dependent packages count: 14.641%
- Average: 16.886%
- Forks count: 26.072%
- Stargazers count: 26.832%
- Maintainers (1)
alpine-edge: py3-permetrics-pyc
Precompiled Python bytecode for py3-permetrics
- Homepage: https://github.com/thieu1995/permetrics
- Licenses: Apache-2.0
- Latest release: 2.1.0-r2 (published 2 months ago)
- Last Synced: 2026-07-20T12:47:30.507Z (2 months ago)
- Versions: 13
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 13.386%
- Average: 17.248%
- Forks count: 27.702%
- Stargazers count: 27.902%
- Maintainers (1)
alpine-v3.17: py3-permetrics
Artificial intelligence (AI, ML, DL) performance metrics implemented in Python
- Homepage: https://github.com/thieu1995/permetrics
- Licenses: Apache-2.0 license
- Latest release: 1.3.1-r1 (published almost 4 years ago)
- Last Synced: 2026-03-28T01:28:31.689Z (6 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Average: 18.132%
- Forks count: 22.516%
- Stargazers count: 22.757%
- Dependent packages count: 27.254%
- Maintainers (1)
alpine-v3.20: py3-permetrics
Artificial intelligence (AI, ML, DL) performance metrics implemented in Python
- Homepage: https://github.com/thieu1995/permetrics
- Licenses: Apache-2.0 license
- Latest release: 2.0.0-r1 (published over 2 years ago)
- Last Synced: 2026-03-28T01:15:42.825Z (6 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
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Rankings:
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- Average: 100%
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alpine-v3.23: py3-permetrics-pyc
Precompiled Python bytecode for py3-permetrics
- Homepage: https://github.com/thieu1995/permetrics
- Licenses: Apache-2.0
- Latest release: 2.0.0-r2 (published over 1 year ago)
- Last Synced: 2026-04-12T10:27:28.982Z (6 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)
alpine-v3.21: py3-permetrics
Artificial intelligence (AI, ML, DL) performance metrics implemented in Python
- Homepage: https://github.com/thieu1995/permetrics
- Licenses: Apache-2.0 license
- Latest release: 2.0.0-r1 (published over 2 years ago)
- Last Synced: 2026-03-28T01:12:01.416Z (6 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
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Rankings:
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- Average: 100%
- Maintainers (1)
alpine-v3.21: py3-permetrics-pyc
Precompiled Python bytecode for py3-permetrics
- Homepage: https://github.com/thieu1995/permetrics
- Licenses: Apache-2.0 license
- Latest release: 2.0.0-r1 (published over 2 years ago)
- Last Synced: 2026-03-28T01:12:02.248Z (6 months ago)
- Versions: 1
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- Dependent Repositories: 0
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Rankings:
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alpine-v3.19: py3-permetrics-pyc
Precompiled Python bytecode for py3-permetrics
- Homepage: https://github.com/thieu1995/permetrics
- Licenses: Apache-2.0 license
- Latest release: 1.5.0-r1 (published about 3 years ago)
- Last Synced: 2026-04-01T03:22:52.258Z (6 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
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Rankings:
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- Average: 100%
- Maintainers (1)
alpine-v3.22: py3-permetrics
Artificial intelligence (AI, ML, DL) performance metrics implemented in Python
- Homepage: https://github.com/thieu1995/permetrics
- Licenses: Apache-2.0
- Latest release: 2.0.0-r2 (published over 1 year ago)
- Last Synced: 2026-03-28T01:13:13.130Z (6 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
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Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
alpine-v3.22: py3-permetrics-pyc
Precompiled Python bytecode for py3-permetrics
- Homepage: https://github.com/thieu1995/permetrics
- Licenses: Apache-2.0
- Latest release: 2.0.0-r2 (published over 1 year ago)
- Last Synced: 2026-03-28T01:13:13.625Z (6 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
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Rankings:
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- Average: 100%
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alpine-v3.19: py3-permetrics
Artificial intelligence (AI, ML, DL) performance metrics implemented in Python
- Homepage: https://github.com/thieu1995/permetrics
- Licenses: Apache-2.0 license
- Latest release: 1.5.0-r1 (published about 3 years ago)
- Last Synced: 2026-03-28T01:14:59.019Z (6 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
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Rankings:
- Dependent repos count: 0.0%
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- Average: 100%
- Maintainers (1)
alpine-v3.23: py3-permetrics
Artificial intelligence (AI, ML, DL) performance metrics implemented in Python
- Homepage: https://github.com/thieu1995/permetrics
- Licenses: Apache-2.0
- Latest release: 2.0.0-r2 (published over 1 year ago)
- Last Synced: 2026-04-12T10:27:43.050Z (6 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
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Rankings:
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- Average: 100%
- Maintainers (1)
alpine-v3.20: py3-permetrics-pyc
Precompiled Python bytecode for py3-permetrics
- Homepage: https://github.com/thieu1995/permetrics
- Licenses: Apache-2.0 license
- Latest release: 2.0.0-r1 (published over 2 years ago)
- Last Synced: 2026-03-28T01:15:42.290Z (6 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
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Rankings:
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- Maintainers (1)
Dependencies
- numpy ==1.15.1
- readthedocs-sphinx-search ==0.1.1
- sphinx ==4.4.0
- sphinx_rtd_theme ==1.0.0
- numpy >=1.15.1
- actions/checkout v3 composite
- actions/upload-artifact v1 composite
- openjournals/openjournals-draft-action master composite
- stefanzweifel/git-auto-commit-action v4 composite
- actions/checkout v4 composite
- actions/download-artifact v4 composite
- actions/setup-python v5 composite
- actions/upload-artifact v4 composite
- pypa/gh-action-pypi-publish release/v1 composite