JOSS: https://github.com/dunnkers/fseval
automl benchmarking benchmarking-framework benchmarks feature-rankers feature-ranking feature-selection hydra machine-learning python scikit-learn wandb
Score: 8.37378460812088
Last synced: about 10 hours ago
JSON representation
Repository metadata:
Benchmarking framework for Feature Selection and Feature Ranking algorithms 🚀
- Host: GitHub
- URL: https://github.com/dunnkers/fseval
- Owner: dunnkers
- License: mit
- Created: 2020-06-21T23:46:25.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2023-04-12T09:57:56.000Z (about 3 years ago)
- Last Synced: 2025-10-24T01:45:56.012Z (8 months ago)
- Topics: automl, benchmarking, benchmarking-framework, benchmarks, feature-rankers, feature-ranking, feature-selection, hydra, machine-learning, python, scikit-learn, wandb
- Language: Python
- Homepage: https://dunnkers.com/fseval
- Size: 23.6 MB
- Stars: 19
- Watchers: 1
- Forks: 6
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Citation: CITATION.cff
Owner metadata:
- Name: Jeroen Overschie
- Login: dunnkers
- Email:
- Kind: user
- Description: Machine Learning Engineer @ Xebia. Obtained a MSc Data Science and Systems Complexity at the University of Groningen.
- Website: https://jeroenoverschie.nl/
- Location: Amsterdam
- Twitter:
- Company: @Xebia @GoDataDriven
- Icon url: https://avatars.githubusercontent.com/u/744430?u=8764daf41232e541326b97c64663b228a12196fa&v=4
- Repositories: 30
- Last Synced at: 2023-03-23T09:05:40.974Z
- Profile URL: https://github.com/dunnkers
GitHub Events
Total
- Watch event: 1
- Total: 1
Last Year
- Watch event: 1
- Total: 1
Committers metadata
Last synced: 8 months ago
Total Commits: 409
Total Committers: 4
Avg Commits per committer: 102.25
Development Distribution Score (DDS): 0.037
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 | |
|---|---|---|
| Jeroen Overschie | j****e@g****m | 394 |
| dependabot[bot] | 4****] | 11 |
| George Azzopardi | g****o | 2 |
| AJ | a****f@g****m | 2 |
Issue and Pull Request metadata
Last synced: 9 months ago
Total issues: 55
Total pull requests: 38
Average time to close issues: about 1 month
Average time to close pull requests: 9 days
Total issue authors: 1
Total pull request authors: 7
Average comments per issue: 0.36
Average comments per pull request: 0.97
Merged pull request: 32
Bot issues: 0
Bot pull requests: 16
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
- dunnkers (55)
Top Pull Request Authors
- dunnkers (18)
- dependabot[bot] (15)
- lgtm-com[bot] (1)
- geazzo (1)
- xuanxu (1)
- amjams (1)
- danielskatz (1)
Top Issue Labels
- enhancement (12)
- bug (5)
- documentation (2)
- mustfix (1)
- question (1)
Top Pull Request Labels
- dependencies (15)
- javascript (9)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 55 last-month
- Total dependent packages: 0
- Total dependent repositories: 1
- Total versions: 12
- Total maintainers: 1
pypi.org: fseval
Benchmarking framework for Feature Selection and Feature Ranking algorithms 🚀
- Homepage: https://github.com/dunnkers/fseval
- Documentation: https://dunnkers.com/fseval
- Licenses: MIT
- Latest release: 3.1.0 (published over 3 years ago)
- Last Synced: 2025-10-30T04:45:50.640Z (8 months ago)
- Versions: 12
- Dependent Packages: 0
- Dependent Repositories: 1
- Downloads: 55 Last month
-
Rankings:
- Dependent packages count: 7.313%
- Forks count: 13.348%
- Stargazers count: 15.24%
- Average: 17.172%
- Dependent repos count: 22.093%
- Downloads: 27.866%
- Maintainers (1)
Dependencies
- @docusaurus/module-type-aliases ^2.0.0-beta.15 development
- @tsconfig/docusaurus ^1.0.4 development
- asciinema-player ^3.0.0-rc.1 development
- typescript ^4.5.5 development
- @docusaurus/core ^2.0.0-beta.15
- @docusaurus/plugin-google-gtag ^2.0.0-beta.15
- @docusaurus/preset-classic ^2.0.0-beta.15
- @mdx-js/react ^1.6.21
- clsx ^1.1.1
- prism-react-renderer ^1.2.1
- raw-loader ^4.0.2
- react ^17.0.1
- react-complex-tree ^1.1.3
- react-dom ^17.0.1
- 1042 dependencies
- Boruta >=0.3
- PyYAML >=6
- SQLAlchemy >=1
- dataclasses >=0.6
- humanfriendly >=9
- hydra-colorlog >=1.1
- hydra-core >=1.1
- l2x-synthetic >=2
- numpy >=1.19
- openml >=0.12
- overrides >=6
- pandas >=1
- pytest-dependency *
- scikit-learn >=0.24
- scipy >=1.5
- shortuuid >=1.0
- skfeature-chappers >=1.0
- skrebate >=0.62
- types-PyYAML >=6
- types-dataclasses >=0.6
- wandb >=0.12
- xgboost >=1
- SQLAlchemy >=1
- humanfriendly >=9
- hydra-colorlog >=1.1.0
- hydra-core >=1.1.0
- numpy >=1.19
- overrides >=6
- pandas >=1.1
- scikit-learn >=0.24
- shortuuid >=1.0
- actions/checkout v2 composite
- actions/setup-python v2 composite
- codecov/codecov-action v2.1.0 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- mcr.microsoft.com/vscode/devcontainers/python 3.9 build
- black * development
- mypy ==0.982 development
- pytest * development
- pytest-cov * development
- Boruta >=0.3
- fseval *
- skrebate >=0.62
- xgboost >=1