https://github.com/kevinmusgrave/powerful-benchmarker
A library for ML benchmarking. It's powerful.
https://github.com/kevinmusgrave/powerful-benchmarker
Keywords
benchmarking computer-vision deep-learning domain-adaptation machine-learning metric-learning pytorch transfer-learning
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
A library for ML benchmarking. It's powerful.
- Host: GitHub
- URL: https://github.com/kevinmusgrave/powerful-benchmarker
- Owner: KevinMusgrave
- Created: 2019-11-09T15:36:55.000Z (over 5 years ago)
- Default Branch: domain-adaptation
- Last Pushed: 2024-01-10T10:56:01.000Z (over 1 year ago)
- Last Synced: 2024-04-21T03:42:09.695Z (about 1 year ago)
- Topics: benchmarking, computer-vision, deep-learning, domain-adaptation, machine-learning, metric-learning, pytorch, transfer-learning
- Language: Jupyter Notebook
- Homepage:
- Size: 24.4 MB
- Stars: 426
- Watchers: 10
- Forks: 44
- Open Issues: 3
- Releases: 0
-
Metadata Files:
- Readme: README.md
Owner metadata
- Name: Kevin Musgrave
- Login: KevinMusgrave
- Email:
- Kind: user
- Description: Computer science PhD student studying machine learning.
- Website: KevinMusgrave.com
- Location:
- Twitter:
- Company: Cornell University (Cornell Tech)
- Icon url: https://avatars.githubusercontent.com/u/2314891?u=c831d7451df2fadfc52396599c5d95c7fea1812f&v=4
- Repositories: 5
- Last ynced at: 2023-03-04T05:10:02.606Z
- Profile URL: https://github.com/KevinMusgrave
GitHub Events
Total
- Create event: 13
- Commit comment event: 1
- Release event: 1
- Issues event: 190
- Watch event: 403
- Delete event: 8
- Issue comment event: 231
- Push event: 820
- Pull request event: 31
- Fork event: 47
Last Year
- Create event: 1
- Delete event: 1
- Fork event: 2
- Issue comment event: 1
- Issues event: 1
- Pull request event: 6
- Push event: 33
- Watch event: 24
Committers metadata
Last synced: over 1 year ago
Total Commits: 861
Total Committers: 3
Avg Commits per committer: 287.0
Development Distribution Score (DDS): 0.002
Commits in past year: 35
Committers in past year: 2
Avg Commits per committer in past year: 17.5
Development Distribution Score (DDS) in past year: 0.029
| Name | Commits | |
|---|---|---|
| KevinMusgrave | t****5@c****u | 859 |
| Alexander Fridman | a****f@e****i | 1 |
| Santiago Castro | s****o@u****u | 1 |
Committer domains:
- umich.edu: 1
- epica.ai: 1
- cornell.edu: 1
Issue and Pull Request metadata
Last synced: over 1 year ago
Total issues: 86
Total pull requests: 15
Average time to close issues: 6 months
Average time to close pull requests: about 1 hour
Total issue authors: 32
Total pull request authors: 4
Average comments per issue: 2.4
Average comments per pull request: 0.13
Merged pull request: 14
Bot issues: 0
Bot pull requests: 1
Past year issues: 1
Past year pull requests: 4
Past year average time to close issues: N/A
Past year average time to close pull requests: about 2 hours
Past year issue authors: 1
Past year pull request authors: 2
Past year average comments per issue: 1.0
Past year average comments per pull request: 0.25
Past year merged pull request: 4
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- KevinMusgrave (31)
- marijnl (6)
- alpoler (5)
- CaiSudao (5)
- melgor (4)
- btseytlin (3)
- lindsey98 (3)
- cerebrai (2)
- lironghua318 (2)
- dorcus01 (2)
- pablopalafox (2)
- mdemoor226 (1)
- ouyangzhibo (1)
- Queuecumber (1)
- seann999 (1)
Top Pull Request Authors
- KevinMusgrave (12)
- ajktym94 (1)
- dependabot[bot] (1)
- bryant1410 (1)
Top Issue Labels
- metric-learning (81)
- enhancement (28)
- question (17)
- bug (15)
- frequently asked questions (14)
- fixed in dev version (7)
- domain-adaptation (4)
- results discussion (3)
- documentation (1)
Top Pull Request Labels
- dependencies (1)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 198 last-month
- Total dependent packages: 0
- Total dependent repositories: 1
- Total versions: 34
- Total maintainers: 1
pypi.org: powerful-benchmarker
A PyTorch library for benchmarking deep metric learning. It's powerful.
- Homepage: https://github.com/KevinMusgrave/powerful-benchmarker
- Documentation: https://powerful-benchmarker.readthedocs.io/
- Licenses: MIT License
- Latest release: 0.9.33 (published over 4 years ago)
- Last Synced: 2024-05-20T04:22:54.377Z (12 months ago)
- Versions: 34
- Dependent Packages: 0
- Dependent Repositories: 1
- Downloads: 198 Last month
-
Rankings:
- Stargazers count: 3.173%
- Forks count: 6.218%
- Dependent packages count: 10.082%
- Average: 11.642%
- Downloads: 17.119%
- Dependent repos count: 21.62%
- Maintainers (1)
Dependencies
- PyYAML *
- black *
- flake8 *
- h5py ==3.6.0
- isort *
- nbqa *
- optuna *
- pytorch-adapt ==0.0.73
- seaborn *
- submitit *
- tensorboard *
- timm *
- torch ==1.10.1
- torchvision ==0.11.2
- tqdm *
Score: 12.458386574144162