JOSS: https://github.com/DistrictDataLabs/yellowbrick
anaconda estimator machine-learning matplotlib model-selection python scikit-learn visual-analysis visualization visualizer
Score: 25.9770995131412
Last synced: about 22 hours ago
JSON representation
Repository metadata:
Visual analysis and diagnostic tools to facilitate machine learning model selection.
- Host: GitHub
- URL: https://github.com/DistrictDataLabs/yellowbrick
- Owner: DistrictDataLabs
- License: apache-2.0
- Created: 2016-05-18T14:12:17.000Z (over 9 years ago)
- Default Branch: develop
- Last Pushed: 2025-02-19T20:59:35.000Z (12 months ago)
- Last Synced: 2026-01-19T02:56:49.927Z (18 days ago)
- Topics: anaconda, estimator, machine-learning, matplotlib, model-selection, python, scikit-learn, visual-analysis, visualization, visualizer
- Language: Python
- Homepage: http://www.scikit-yb.org/
- Size: 77 MB
- Stars: 4,392
- Watchers: 103
- Forks: 568
- Open Issues: 108
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- Funding: .github/FUNDING.yml
- License: LICENSE.txt
- Code of conduct: docs/code_of_conduct.rst
- Governance: docs/governance/index.rst
-
Funding:
- Custom: https://numfocus.org/donate
Owner metadata:
- Name: District Data Labs
- Login: DistrictDataLabs
- Email: tojeda@districtdatalabs.com
- Kind: organization
- Description: Data Science Research, Open Source Projects, and Content.
- Website: http://districtdatalabs.com
- Location: Washington, DC
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/7107115?v=4
- Repositories: 76
- Last Synced at: 2024-04-16T02:49:52.110Z
- Profile URL: https://github.com/DistrictDataLabs
GitHub Events
Total
- Create event: 1
- Fork event: 12
- Issue comment event: 4
- Issues event: 4
- Pull request event: 6
- Watch event: 142
- Total: 169
Last Year
- Create event: 1
- Fork event: 4
- Issue comment event: 1
- Issues event: 4
- Pull request event: 3
- Watch event: 93
- Total: 106
Committers metadata
Last synced: 4 days ago
Total Commits: 792
Total Committers: 112
Avg Commits per committer: 7.071
Development Distribution Score (DDS): 0.657
Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| Benjamin Bengfort | b****n@b****m | 272 |
| Rebecca Bilbro | r****o | 119 |
| Rebecca Bilbro | r****o@b****m | 63 |
| Larry Gray | l****y@g****m | 41 |
| Kristen McIntyre | K****6 | 33 |
| Nathan | n****n | 32 |
| pdamodaran | p****n | 25 |
| naresh-bachwani | 4****i | 12 |
| Neal Humphrey | n****l@n****m | 7 |
| Michael Garod | m****d@g****m | 7 |
| Zijie (ZJ) Poh | 8****h | 7 |
| ralle123 | r****q@h****m | 6 |
| lauralorenz | l****6@g****m | 6 |
| Morgan Mendis | m****s@a****m | 6 |
| mchestnut91 | 4****1 | 5 |
| Carlo Morales | c****s@p****m | 4 |
| Daniel Navarrete | n****l@d****v | 4 |
| Nicholas A. Brown | n****s | 4 |
| Phillip Schafer | p****9 | 4 |
| Stefanie Molin | 2****n | 4 |
| mattandahalfew | m****w@g****m | 4 |
| Jason | j****g@g****m | 4 |
| pdeziel | 4****l | 3 |
| pkaf | p****f | 3 |
| mmorrison1670 | 4****0 | 3 |
| Vladislav Skripniuk | s****v@y****u | 3 |
| Piyush Gautam | g****s@g****m | 3 |
| Gary | g****d@h****k | 3 |
| David Waterman | d****n@g****m | 3 |
| Bashar Jaan Khan | 4****6@s****n | 2 |
| and 82 more... | ||
Issue and Pull Request metadata
Last synced: about 1 month ago
Total issues: 70
Total pull requests: 62
Average time to close issues: 9 months
Average time to close pull requests: 26 days
Total issue authors: 49
Total pull request authors: 24
Average comments per issue: 3.24
Average comments per pull request: 2.24
Merged pull request: 38
Bot issues: 0
Bot pull requests: 2
Past year issues: 4
Past year pull requests: 9
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 4
Past year pull request authors: 3
Past year average comments per issue: 0.0
Past year average comments per pull request: 0.22
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- lwgray (11)
- bbengfort (7)
- stergion (2)
- rebeccabilbro (2)
- nipnipj (2)
- ivan-marroquin (2)
- celestinoxp (2)
- bingyao (1)
- representativeend (1)
- faiafederico (1)
- FeFortti (1)
- p-suresh-kumar (1)
- robmcd (1)
- ImolaS3 (1)
- raghavgurbaxani (1)
Top Pull Request Authors
- pdamodaran (15)
- lwgray (10)
- bbengfort (7)
- stefmolin (4)
- stergion (2)
- davidgilbertson (2)
- bkp5190 (2)
- dependabot[bot] (2)
- tktran (2)
- rebeccabilbro (2)
- danilobellini (1)
- uricod (1)
- jorgectf (1)
- admo1 (1)
- SangamSwadiK (1)
Top Issue Labels
- type: feature (10)
- type: question (7)
- type: bug (6)
- level: intermediate (6)
- priority: high (5)
- level: novice (4)
- level: expert (3)
- type: documentation (3)
- type: task (2)
- type: technical debt (2)
- type: contrib (1)
- gone-stale (1)
- duplicate (1)
- contagious (1)
- priority: medium (1)
- priority: low (1)
Top Pull Request Labels
- dependencies (2)
- type: example (1)
- type: documentation (1)
Package metadata
- Total packages: 4
-
Total downloads:
- pypi: 373,065 last-month
- Total docker downloads: 5,293
- Total dependent packages: 26 (may contain duplicates)
- Total dependent repositories: 1,116 (may contain duplicates)
- Total versions: 35
- Total maintainers: 4
pypi.org: yellowbrick
A suite of visual analysis and diagnostic tools for machine learning.
- Homepage: http://scikit-yb.org/
- Documentation: http://scikit-yb.org/
- Licenses: Apache 2
- Latest release: 1.2.1 (published about 5 years ago)
- Last Synced: 2025-01-14T16:35:02.277Z (about 1 year ago)
- Versions: 24
- Dependent Packages: 24
- Dependent Repositories: 1,085
- Downloads: 373,038 Last month
- Docker Downloads: 5,293
-
Rankings:
- Dependent repos count: 0.351%
- Downloads: 0.531%
- Dependent packages count: 0.556%
- Average: 1.035%
- Stargazers count: 1.105%
- Docker downloads count: 1.422%
- Forks count: 2.245%
- Maintainers (3)
conda-forge.org: yellowbrick
- Homepage: http://scikit-yb.org/
- Licenses: Apache-2.0
- Latest release: 1.2.1 (published about 5 years ago)
- Last Synced: 2026-01-30T17:20:09.174Z (6 days ago)
- Versions: 6
- Dependent Packages: 2
- Dependent Repositories: 15
-
Rankings:
- Stargazers count: 5.705%
- Forks count: 7.078%
- Dependent repos count: 9.049%
- Average: 10.353%
- Dependent packages count: 19.581%
pypi.org: yellowbrickhotfix
A suite of visual analysis and diagnostic tools for machine learning.
- Homepage: http://scikit-yb.org/
- Documentation: http://scikit-yb.org/
- Licenses: Apache 2
- Latest release: 1.2.17 (published about 5 years ago)
- Last Synced: 2026-01-30T17:19:31.794Z (6 days ago)
- Versions: 3
- Dependent Packages: 0
- Dependent Repositories: 1
- Downloads: 27 Last month
-
Rankings:
- Stargazers count: 1.121%
- Forks count: 2.251%
- Dependent packages count: 10.119%
- Average: 16.026%
- Dependent repos count: 21.545%
- Downloads: 45.091%
- Maintainers (1)
anaconda.org: yellowbrick
A suite of visual analysis and diagnostic tools for machine learning.
- Homepage: https://www.scikit-yb.org
- Licenses: Apache-2.0
- Latest release: 1.5 (published over 2 years ago)
- Last Synced: 2026-01-30T17:19:44.323Z (6 days ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 15
-
Rankings:
- Stargazers count: 12.692%
- Forks count: 14.567%
- Average: 25.661%
- Dependent repos count: 34.358%
- Dependent packages count: 41.026%
Dependencies
- actions/checkout v2 composite
- actions/setup-python v2 composite
- ammaraskar/sphinx-action master composite
- codecov/codecov-action v1 composite
- conda-incubator/setup-miniconda v2 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- pandas >=0.20
- Sphinx >=3.4
- cycler >=0.10.0
- matplotlib >=3.3
- numpy >=1.16.0
- numpydoc >=1.1
- pandas >=1.0.4
- scikit-learn >=1.0.0
- scipy >=1.6.0
- sphinx-rtd-theme >=0.5.1
- umap-learn >=0.5.1
- actions/checkout v3 composite
- github/codeql-action/analyze v2 composite
- github/codeql-action/autobuild v2 composite
- github/codeql-action/init v2 composite
- cycler >=0.10.0
- matplotlib >=2.0.2,
- numpy >=1.16.0
- scikit-learn >=1.0.2
- scipy >=1.0.0
- coverage ==5.5 test
- cycler ==0.10.0 test
- matplotlib ==3.4.2 test
- nltk ==3.6.7 test
- numba ==0.55.2 test
- numpy ==1.22.0 test
- pandas ==1.3.0 test
- pytest ==6.2.4 test
- pytest-cov ==2.12.1 test
- pytest-flakes ==4.0.3 test
- pytest-spec >=2.0.0 test
- scikit-learn ==1.0.2 test
- scipy ==1.8.0 test
- umap-learn ==0.5.3 test