https://github.com/fentechsolutions/causaldiscoverytoolbox
Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.
https://github.com/fentechsolutions/causaldiscoverytoolbox
Keywords
algorithm causal-discovery causal-inference causal-models causality graph graph-structure-recovery inference machine-learning python toolbox
Last synced: 11 months ago
JSON representation
Acceptance Criteria
- Revelant topics? true
- External users? true
- Open source license? true
- Active? true
- Fork? false
Repository metadata
Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.
- Host: GitHub
- URL: https://github.com/fentechsolutions/causaldiscoverytoolbox
- Owner: FenTechSolutions
- License: mit
- Created: 2017-05-31T09:12:45.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2024-04-02T12:12:22.000Z (about 1 year ago)
- Last Synced: 2024-04-19T17:00:05.225Z (about 1 year ago)
- Topics: algorithm, causal-discovery, causal-inference, causal-models, causality, graph, graph-structure-recovery, inference, machine-learning, python, toolbox
- Language: Python
- Homepage: https://fentechsolutions.github.io/CausalDiscoveryToolbox/html/index.html
- Size: 13.9 MB
- Stars: 1,051
- Watchers: 36
- Forks: 200
- Open Issues: 70
- Releases: 0
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE.md
Owner metadata
- Name: FenTech
- Login: FenTechSolutions
- Email: [email protected]
- Kind: organization
- Description: This is the repository of the opensource projects of the research team at FenTech Solutions
- Website: www.fentech.ai
- Location: Paris-Algiers
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/60654975?v=4
- Repositories: 2
- Last ynced at: 2023-03-04T21:35:37.742Z
- Profile URL: https://github.com/FenTechSolutions
Committers metadata
Last synced: over 1 year ago
Total Commits: 673
Total Committers: 27
Avg Commits per committer: 24.926
Development Distribution Score (DDS): 0.495
Commits in past year: 32
Committers in past year: 4
Avg Commits per committer in past year: 8.0
Development Distribution Score (DDS) in past year: 0.5
| Name | Commits | |
|---|---|---|
| Diviyan Kalainathan | d****n@g****m | 340 |
| Diviyan | d****n@p****e | 93 |
| Diviyan Kalainathan | d****n@f****i | 40 |
| Travis CI Docs | t****s@e****m | 38 |
| olivier goudet | o****t@g****m | 34 |
| Travis CI Bumpversion | t****n@e****m | 30 |
| olivier goudet | o****t@t****r | 17 |
| diviyan | d****n@l****n | 14 |
| CircleCI Bumpversion | d****n@c****m | 12 |
| Travis CI Bumpversion | ci@t****m | 10 |
| Diviyan | k****5@g****m | 9 |
| Alexandre Drouin | a****1@g****m | 7 |
| Ritik | r****3@g****m | 4 |
| Moussab DJERRAB | m****b@c****m | 3 |
| Circle CI Docs | ci@c****m | 3 |
| kurowasan | p****d@g****m | 3 |
| jiahy | j****5@g****m | 3 |
| GoudetOlivier | G****r | 2 |
| olivier goudet | o****t@t****r | 2 |
| Andrew Yale | a****9@g****m | 2 |
| TheSignPainter | l****1@g****m | 1 |
| Tashay Green | t****g@g****m | 1 |
| GOUDET Olivier | o****t@i****r | 1 |
| Eric Carlsson | 9****n@u****m | 1 |
| Diviyan Kalainathan | d****m@g****m | 1 |
| pacowong | c****n@g****m | 1 |
| koutrgor | g****s@g****m | 1 |
Committer domains:
- circleci.com: 2
- inria.fr: 1
- tau-c4130.saclay.inria.fr: 1
- christiandior.com: 1
- travis.com: 1
- localhost.localdomain: 1
- titanic-master.saclay.inria.fr: 1
- fentech.ai: 1
- pm.me: 1
Issue and Pull Request metadata
Last synced: over 1 year ago
Total issues: 95
Total pull requests: 8
Average time to close issues: 2 months
Average time to close pull requests: 11 days
Total issue authors: 79
Total pull request authors: 7
Average comments per issue: 3.89
Average comments per pull request: 0.25
Merged pull request: 6
Bot issues: 0
Bot pull requests: 0
Past year issues: 6
Past year pull requests: 1
Past year average time to close issues: 17 minutes
Past year average time to close pull requests: N/A
Past year issue authors: 5
Past year pull request authors: 1
Past year average comments per issue: 0.5
Past year average comments per pull request: 0.0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- ArnoVel (4)
- c00h00g (2)
- ghost (2)
- sAviOr287 (2)
- OJ4227 (2)
- Christopher7622 (2)
- lagph (2)
- Angela446-lgtm (2)
- Flopp88 (2)
- lmz123321 (2)
- ConnLiu (2)
- edgarvardanyan (2)
- Margaux-Chevallier (2)
- MAX00008888 (2)
- SaiAditya2595 (1)
Top Pull Request Authors
- Diviyan-Kalainathan (2)
- Jonathan-Salisbury (1)
- pacowong (1)
- augustebaum (1)
- eric-carlsson (1)
- jiahy0825 (1)
- TheSignPainter (1)
Top Issue Labels
- question (14)
- minor bug (13)
- bug (12)
- Investigation (11)
- enhancement (10)
- Doc improvement (6)
- needs rework (3)
- wontfix (2)
- invalid (1)
Top Pull Request Labels
Package metadata
- Total packages: 2
-
Total downloads:
- pypi: 3,070 last-month
- Total docker downloads: 106
- Total dependent packages: 5 (may contain duplicates)
- Total dependent repositories: 21 (may contain duplicates)
- Total versions: 38
- Total maintainers: 1
pypi.org: cdt
A Toolbox for causal graph inference
- Homepage: https://github.com/FenTechSolutions/CausalDiscoveryToolbox
- Documentation: https://cdt.readthedocs.io/
- Licenses: Apache 2.0
- Latest release: 0.6.0 (published over 2 years ago)
- Last Synced: 2024-05-18T23:21:57.572Z (12 months ago)
- Versions: 37
- Dependent Packages: 4
- Dependent Repositories: 21
- Downloads: 3,070 Last month
- Docker Downloads: 106
-
Rankings:
- Stargazers count: 2.034%
- Docker downloads count: 3.001%
- Dependent packages count: 3.121%
- Dependent repos count: 3.174%
- Average: 3.392%
- Forks count: 3.686%
- Downloads: 5.334%
- Maintainers (1)
conda-forge.org: cdt
- Homepage: https://github.com/FenTechSolutions/CausalDiscoveryToolbox
- Licenses: MIT
- Latest release: 0.5.23 (published almost 4 years ago)
- Last Synced: 2024-05-18T18:01:45.313Z (12 months ago)
- Versions: 1
- Dependent Packages: 1
- Dependent Repositories: 0
-
Rankings:
- Forks count: 12.398%
- Stargazers count: 12.578%
- Average: 21.955%
- Dependent packages count: 28.82%
- Dependent repos count: 34.025%
Dependencies
- fentechai/cdt-base latest build
- GPUtil *
- joblib *
- networkx *
- numpy *
- pandas *
- requests *
- scikit-learn *
- scipy *
- statsmodels *
- tqdm *
- CAM *
- D2C *
- RCIT *
- SID *
- bnlearn *
- kpcalg *
- pcalg *
- sparsebn *
- GPUtil *
- joblib *
- networkx *
- numpy *
- pandas *
- requests *
- scikit-learn *
- scipy *
- statsmodels *
- torch *
- tqdm *
- GPUtil *
- joblib *
- networkx *
- numpy *
- pandas *
- requests *
- scikit-learn *
- scipy *
- skrebate *
- statsmodels *
- tqdm *
Score: 18.390592622245986