https://github.com/ensta-u2is-ai/torch-uncertainty
Open-source framework for uncertainty and deep learning models in PyTorch :seedling:
https://github.com/ensta-u2is-ai/torch-uncertainty
Keywords
bayesian-network computer-vision ensembles mixup neural-networks predictive-uncertainty pytorch reliable-ai trustworthy-machine-learning uncertainty uncertainty-quantification
Keywords from Contributors
transforms archiving measur optimize generic observation compose animals projection conversion
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
Open-source framework for uncertainty and deep learning models in PyTorch :seedling:
- Host: GitHub
- URL: https://github.com/ensta-u2is-ai/torch-uncertainty
- Owner: ENSTA-U2IS-AI
- License: apache-2.0
- Created: 2023-02-01T16:21:14.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2024-05-03T19:04:34.000Z (about 1 year ago)
- Last Synced: 2024-05-23T04:28:24.224Z (12 months ago)
- Topics: bayesian-network, computer-vision, ensembles, mixup, neural-networks, predictive-uncertainty, pytorch, reliable-ai, trustworthy-machine-learning, uncertainty, uncertainty-quantification
- Language: Python
- Homepage: https://torch-uncertainty.github.io
- Size: 2.82 MB
- Stars: 195
- Watchers: 7
- Forks: 16
- Open Issues: 13
- Releases: 0
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
Owner metadata
- Name: ENSTA Paris - U2IS - AI
- Login: ENSTA-U2IS-AI
- Email:
- Kind: organization
- Description: Deep Learning Research at U2IS
- Website: http://u2is.ensta-paris.fr/
- Location: France
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/96700781?v=4
- Repositories: 17
- Last ynced at: 2024-05-14T00:10:28.772Z
- Profile URL: https://github.com/ENSTA-U2IS-AI
GitHub Events
Total
- Create event: 5
- Issues event: 11
- Release event: 2
- Watch event: 70
- Delete event: 5
- Member event: 1
- Issue comment event: 15
- Push event: 204
- Pull request review event: 6
- Pull request review comment event: 14
- Pull request event: 21
- Fork event: 4
Last Year
- Create event: 5
- Delete event: 5
- Fork event: 4
- Issue comment event: 15
- Issues event: 11
- Member event: 1
- Pull request event: 21
- Pull request review comment event: 14
- Pull request review event: 6
- Push event: 204
- Release event: 2
- Watch event: 70
Committers metadata
Last synced: about 1 year ago
Total Commits: 783
Total Committers: 11
Avg Commits per committer: 71.182
Development Distribution Score (DDS): 0.183
Commits in past year: 691
Committers in past year: 9
Avg Commits per committer in past year: 76.778
Development Distribution Score (DDS) in past year: 0.168
| Name | Commits | |
|---|---|---|
| Olivier | o****t@g****m | 640 |
| alafage | a****e@o****m | 78 |
| badrmarani | b****i@o****m | 23 |
| Quentin Bouniot | q****t@g****m | 14 |
| xuanlongORZ | y****6@g****m | 9 |
| Nishkrit Desai | n****0@g****m | 7 |
| Olivier Laurent | 6****t | 6 |
| dependabot[bot] | 4****] | 3 |
| Juhan Bae | p****5@g****m | 1 |
| Olivier Laurent | 6****T | 1 |
| Olivier Laurent | 6****t | 1 |
Committer domains:
Issue and Pull Request metadata
Last synced: 12 months ago
Total issues: 23
Total pull requests: 77
Average time to close issues: about 2 months
Average time to close pull requests: 4 days
Total issue authors: 4
Total pull request authors: 9
Average comments per issue: 1.13
Average comments per pull request: 0.9
Merged pull request: 68
Bot issues: 0
Bot pull requests: 3
Past year issues: 22
Past year pull requests: 52
Past year average time to close issues: about 2 months
Past year average time to close pull requests: 5 days
Past year issue authors: 3
Past year pull request authors: 7
Past year average comments per issue: 1.0
Past year average comments per pull request: 1.17
Past year merged pull request: 46
Past year bot issues: 0
Past year bot pull requests: 3
Top Issue Authors
- o-laurent (19)
- hanruisong00 (2)
- haofanwang (1)
- ZhouCX117 (1)
Top Pull Request Authors
- o-laurent (54)
- alafage (8)
- dependabot[bot] (3)
- nshdesai (3)
- qbouniot (3)
- badrmarani (2)
- xuanlongORZ (2)
- tanutarou (1)
- pomonam (1)
Top Issue Labels
- enhancement (11)
- good first issue (7)
- bug (7)
- CI/CD (3)
- github_actions (1)
- documentation (1)
Top Pull Request Labels
- enhancement (39)
- documentation (17)
- bug (6)
- dependencies (5)
- github_actions (2)
- CI/CD (1)
- help wanted (1)
Dependencies
- actions/cache v3 composite
- actions/checkout v3 composite
- actions/setup-python v4 composite
- peaceiris/actions-gh-pages v3 composite
- snok/install-poetry v1.3.3 composite
- actions/checkout v3 composite
- actions/setup-python v4 composite
- pypa/gh-action-pypi-publish release/v1 composite
- snok/install-poetry v1.3.3 composite
- actions/cache v3 composite
- actions/checkout v3 composite
- actions/setup-python v4 composite
- codecov/codecov-action v3 composite
- snok/install-poetry v1.3.3 composite
- 127 dependencies
- einops >=0.6.0
- huggingface-hub ^0.14.1
- pandas ^2.0.3
- python >=3.9,<3.12
- pytorch-lightning ^1.9.0
- scipy ^1.10.0
- tensorboard >=2.11.2
- timm >=0.6.12
- torch =2.0.0
- torchinfo >=1.7.1
- black =
- cli-test-helpers =
- einops =
- flake8 =
- huggingface_hub =
- isort =
- matplotlib =
- pandas =
- pre-commit =
- pre-commit-hooks =
- pytest-cov =
- python >=3.10
- pytorch-lightning =
- pytorch-sphinx-theme =git
- scipy =
- sphinx =
- sphinx-copybutton =
- sphinx-design =
- sphinx-gallery =
- tensorboard =
- timm =
- torchinfo =
- torchvision >=0.14
Score: 7.7354333524996886