JOSS: https://github.com/Yu-Group/veridical-flow
ai data-science ensembling machine-learning ml pandas preprocessing python3 stability statistics tutorial workflow
Score: 11.021019726056748
Last synced: 1 day ago
JSON representation
Repository metadata:
Making it easier to build stable, trustworthy data-science pipelines based on the PCS framework.
- Host: GitHub
- URL: https://github.com/Yu-Group/veridical-flow
- Owner: Yu-Group
- License: mit
- Created: 2021-01-12T23:56:00.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2024-02-12T21:05:16.000Z (over 2 years ago)
- Last Synced: 2026-06-02T14:04:23.189Z (20 days ago)
- Topics: ai, data-science, ensembling, machine-learning, ml, pandas, preprocessing, python3, stability, statistics, tutorial, workflow
- Language: Jupyter Notebook
- Homepage: https://vflow.csinva.io
- Size: 13.4 MB
- Stars: 72
- Watchers: 5
- Forks: 8
- Open Issues: 7
-
Metadata Files:
- Readme: README.md
- Contributing: docs/contributing.md
- License: license.md
- Citation: citation.cff
Owner metadata:
- Name: Yu-Group
- Login: Yu-Group
- Email: chandan_singh@berkeley.edu
- Kind: organization
- Description: Bin Yu Group at UC Berkeley
- Website: https://www.stat.berkeley.edu/~yugroup/
- Location: Berkeley, CA
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/26810483?v=4
- Repositories: 19
- Last Synced at: 2023-03-06T14:45:03.095Z
- Profile URL: https://github.com/Yu-Group
GitHub Events
Total
- Fork event: 1
- Watch event: 3
- Total: 4
Last Year
- Total: 0
Committers metadata
Last synced: 4 days ago
Total Commits: 247
Total Committers: 9
Avg Commits per committer: 27.444
Development Distribution Score (DDS): 0.623
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 | |
|---|---|---|
| James Duncan | j****n@b****u | 93 |
| Chandan Singh | c****h@b****u | 82 |
| Rushk014 | r****r@b****u | 57 |
| Abhineet | a****7@b****u | 5 |
| Sahil Saxena | s****8@b****u | 3 |
| Michał Kuźba | k****8@g****m | 2 |
| Mehmet Hakan Satman | m****n@g****m | 2 |
| Daniel S. Katz | d****z@i****g | 2 |
| Matthew Feickert | m****t@c****h | 1 |
Issue and Pull Request metadata
Last synced: 2 months ago
Total issues: 21
Total pull requests: 37
Average time to close issues: 17 days
Average time to close pull requests: 5 days
Total issue authors: 7
Total pull request authors: 8
Average comments per issue: 1.19
Average comments per pull request: 0.86
Merged pull request: 32
Bot issues: 0
Bot pull requests: 0
Past year issues: 0
Past year pull requests: 0
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 0
Past year pull request authors: 0
Past year average comments per issue: 0
Past year average comments per pull request: 0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- kmichael08 (9)
- rushk014 (3)
- richrobe (3)
- GiannisPikoulis (2)
- jpdunc23 (2)
- csinva (1)
- ssaxena00 (1)
Top Pull Request Authors
- jpdunc23 (20)
- rushk014 (8)
- ssaxena00 (5)
- csinva (3)
- kmichael08 (2)
- matthewfeickert (2)
- jbytecode (1)
- danielskatz (1)
Top Issue Labels
- bug (1)
- question (1)
Top Pull Request Labels
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 83 last-month
- Total dependent packages: 0
- Total dependent repositories: 1
- Total versions: 7
- Total maintainers: 2
pypi.org: vflow
A framework for doing stability analysis with PCS.
- Homepage: https://vflow.csinva.io/
- Documentation: https://vflow.readthedocs.io/
- Licenses: MIT
- Latest release: 0.1.4 (published over 2 years ago)
- Last Synced: 2026-06-18T22:01:50.582Z (4 days ago)
- Versions: 7
- Dependent Packages: 0
- Dependent Repositories: 1
- Downloads: 83 Last month
-
Rankings:
- Stargazers count: 9.457%
- Dependent packages count: 10.108%
- Forks count: 16.879%
- Average: 20.664%
- Dependent repos count: 21.581%
- Downloads: 45.297%
- Maintainers (2)
Dependencies
- actions/checkout v2 composite
- actions/setup-python v2 composite
- codecov/codecov-action v2 composite
- joblib *
- matplotlib *
- mlflow *
- networkx *
- numpy *
- pandas >=2.0.0
- pytest *
- ray *
- scipy *