Ecosyste.ms: Summary
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ActivityPub: https://github.com/lishenghui/blades
byzantine-fault-tolerance distributed-systems fedavg federated federated-learning federated-learning-framework federated-learning-simulator model-poisoning-attack robust-federated-learning robust-machine-learning robust-optimization
Score: 12.560139190552338
Last synced: 2 days ago
JSON representation
Repository metadata:
Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning
- Host: GitHub
- URL: https://github.com/lishenghui/blades
- Owner: lishenghui
- License: apache-2.0
- Created: 2022-04-13T13:32:50.000Z (over 2 years ago)
- Default Branch: master
- Last Pushed: 2024-04-13T15:48:26.000Z (7 months ago)
- Last Synced: 2024-04-14T01:44:02.702Z (7 months ago)
- Topics: byzantine-fault-tolerance, distributed-systems, fedavg, federated, federated-learning, federated-learning-framework, federated-learning-simulator, model-poisoning-attack, robust-federated-learning, robust-machine-learning, robust-optimization
- Language: Python
- Homepage:
- Size: 9.78 MB
- Stars: 114
- Watchers: 1
- Forks: 20
- Open Issues: 4
-
Metadata Files:
- Readme: README.rst
- License: LICENSE
Owner metadata:
- Name: Shenghui Li
- Login: lishenghui
- Email:
- Kind: user
- Description: PhD student
- Website: https://lishenghui.github.io/
- Location: Sweden
- Twitter: lishenghui_uu
- Company: Uppsala University
- Icon url: https://avatars.githubusercontent.com/u/56755658?u=b639e3a94b3fa2bb820fbc9ce2ace871ce97f5d3&v=4
- Repositories: 1
- Last Synced at: 2023-04-05T14:45:19.059Z
- Profile URL: https://github.com/lishenghui
GitHub Events
Total
- Watch event: 1
- Total: 1
Last Year
- Watch event: 1
- Total: 1
Committers metadata
Last synced: 6 days ago
Total Commits: 53
Total Committers: 5
Avg Commits per committer: 10.6
Development Distribution Score (DDS): 0.415
Commits in past year: 53
Committers in past year: 5
Avg Commits per committer in past year: 10.6
Development Distribution Score (DDS) in past year: 0.415
| Name | Commits | |
|---|---|---|
| Shenghui | l****u@g****m | 31 |
| Shenghui Li | 5****i | 18 |
| Mark Holmstrom | m****r@u****a | 2 |
| Shenghui Li | s****i@d****e | 1 |
| dependabot[bot] | 4****] | 1 |
Issue and Pull Request metadata
Last synced: 13 days ago
Total issues: 20
Total pull requests: 61
Average time to close issues: 2 months
Average time to close pull requests: 3 days
Total issue authors: 17
Total pull request authors: 7
Average comments per issue: 1.4
Average comments per pull request: 0.0
Merged pull request: 53
Bot issues: 0
Bot pull requests: 7
Past year issues: 3
Past year pull requests: 3
Past year average time to close issues: 3 months
Past year average time to close pull requests: about 3 hours
Past year issue authors: 3
Past year pull request authors: 2
Past year average comments per issue: 1.0
Past year average comments per pull request: 0.0
Past year merged pull request: 3
Past year bot issues: 0
Past year bot pull requests: 2
Top Issue Authors
- imamtom (3)
- deepdarkfans (2)
- yjlee22 (1)
- worshipone (1)
- Phqqq (1)
- niecf (1)
- mrsky007 (1)
- MarkHolmstrom (1)
- li-ju666 (1)
- LeeMac24 (1)
- Karlywang (1)
- J0knK3ats (1)
- gauenk (1)
- derp404 (1)
- chenxiao120660 (1)
Top Pull Request Authors
- lishenghui (45)
- pre-commit-ci[bot] (5)
- bladesteam (5)
- li-ju666 (2)
- dependabot[bot] (2)
- MarkHolmstrom (1)
- JSFRi (1)
Top Issue Labels
- bug (1)
Top Pull Request Labels
- dependencies (2)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 481 last-month
- Total dependent packages: 0
- Total dependent repositories: 1
- Total versions: 22
- Total maintainers: 1
pypi.org: blades
A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning
- Homepage:
- Documentation: https://blades.readthedocs.io/
- Licenses: Apache Software License
- Latest release: 0.2.0 (published 12 months ago)
- Last Synced: 2024-10-26T19:12:07.624Z (13 days ago)
- Versions: 22
- Dependent Packages: 0
- Dependent Repositories: 1
- Downloads: 481 Last month
-
Rankings:
- Dependent packages count: 10.026%
- Average: 21.167%
- Dependent repos count: 21.694%
- Downloads: 31.781%
- Maintainers (1)
Dependencies
- m2r2 *
- nbsphinx *
- pydata_sphinx_theme *
- sphinx_copybutton *
- blades >=0.0.13
- matplotlib >=3.4.1
- numpy >=1.19.4
- ray >=1.0.0
- requests >=2.27.1
- scikit-learn >=1.0.2
- scipy >=1.5.4
- setuptools >=58.0.4
- sklearn >=0.0
- torch >=1.10.2
- torchvision >=0.11.3
- actions/checkout v3 composite
- actions/setup-python v3 composite
- actions/checkout v3 composite
- actions/setup-python v3 composite