https://github.com/bytedance/fedlearner
A multi-party collaborative machine learning framework
Science Score: 26.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Committers with academic emails
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (6.5%) to scientific vocabulary
Keywords from Contributors
Repository
A multi-party collaborative machine learning framework
Basic Info
Statistics
- Stars: 902
- Watchers: 27
- Forks: 173
- Open Issues: 76
- Releases: 4
Metadata Files
README.md
Fedlearner™
Fedlearner is collaborative machine learning framework that enables joint modeling of data distributed between institutions.
Trademark Usage Policy
Fedlearner welcomes everyone to build on or modify Fedlearner open source software for your own project. The license of the software doesn’t grant permission to use trademarks or product names in respect to the licensor. However, you may use the trademark or product name if, - You use a wordmark to refer to Fedlearner program, product or technology; - You use a wordmark in text to indicate the compatibility of your project with Fedlearner project; - You use a wordmark in text to indicate your project is built based on Fedlearner technology.
If you would like to use the Fedlearner trademark, - to combine a trademark with your own brand, trademark, product, project, service or domain name; - for any other commercial use; - as a verb or noun, rather than only as an adjective followed by the generic name/noun; - in a modified, abbreviated or altered form, or in the plural or possessive form; please feel free to contact us for an express permission.
If you use a trademark in a way not set forth above, or for any illegal purpose with the program, the licensor reserves the right in its sole discretion to terminate or modify your permission to display or use a trademark and to take action against any use that does not conform to these terms and conditions, or violates applicable law.
Owner
- Name: Bytedance Inc.
- Login: bytedance
- Kind: organization
- Location: Singapore
- Website: https://opensource.bytedance.com
- Twitter: ByteDanceOSS
- Repositories: 255
- Profile: https://github.com/bytedance
GitHub Events
Total
- Watch event: 14
- Delete event: 1
- Member event: 2
- Push event: 1
- Pull request event: 3
- Fork event: 2
Last Year
- Watch event: 14
- Delete event: 1
- Member event: 2
- Push event: 1
- Pull request event: 3
- Fork event: 2
Committers
Last synced: about 1 year ago
Top Committers
| Name | Commits | |
|---|---|---|
| fclh | f****1@g****m | 154 |
| Eric Junyuan Xie | p****g | 149 |
| Fan Lin | 7****n | 83 |
| Peng Zhao | z****9@g****m | 54 |
| Bruce Weng | c****g@g****m | 46 |
| XiangYuxuan | 3****x | 46 |
| Bing Duan | h****n@g****m | 39 |
| Bingchang Chen | 1****e@1****m | 33 |
| Mars Wong | m****8@g****m | 28 |
| Draven | i@d****e | 28 |
| Liu Qi | l****n@b****m | 25 |
| WangSen | 3****4 | 24 |
| Hang Weiqiang | 5****c | 24 |
| ADeltanp | 4****1 | 24 |
| DeliangFan | v****g@g****m | 23 |
| whisylan | 1****n | 22 |
| Allen Shen | 9****1@q****m | 20 |
| codemonkey-ll | 6****l | 20 |
| Shaochen Shi | s****a@s****m | 14 |
| yijia.lilong | 6****l | 14 |
| Shi Lei | n****f@q****m | 13 |
| TelmaZzzz | 4****z | 12 |
| gejielun | 4****n | 7 |
| lixiaoguang01 | 9****1 | 6 |
| zhenv5 | z****5 | 6 |
| Liangchao Wu | l****5@g****m | 5 |
| Fei Gao | f****a | 4 |
| wxpwxpwxp | 5****p | 2 |
| volchyt2024 | h****1@b****m | 2 |
| Rick Yu | c****k@g****m | 2 |
| and 12 more... | ||
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 11 months ago
All Time
- Total issues: 6
- Total pull requests: 129
- Average time to close issues: N/A
- Average time to close pull requests: about 1 month
- Total issue authors: 6
- Total pull request authors: 19
- Average comments per issue: 0.67
- Average comments per pull request: 0.17
- Merged pull requests: 74
- Bot issues: 0
- Bot pull requests: 29
Past Year
- Issues: 0
- Pull requests: 3
- Average time to close issues: N/A
- Average time to close pull requests: 19 days
- Issue authors: 0
- Pull request authors: 2
- Average comments per issue: 0
- Average comments per pull request: 0.0
- Merged pull requests: 2
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- ccm1990 (1)
- zhaoyongkun9 (1)
- Currycurrycurry (1)
- ShawnCheung (1)
- nkhklholyf (1)
Pull Request Authors
- dependabot[bot] (29)
- hangweiqiang-uestc (17)
- gejielun (12)
- henshy (12)
- lixiaoguang01 (11)
- nolanliou (9)
- Jerseyshin (8)
- Lemon-412 (7)
- zeuson0 (7)
- volchyt2024 (4)
- Ssskrilex (3)
- arunsathiya (2)
- LHhan1996 (2)
- TrellixVulnTeam (1)
- TsingZ0 (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
- Total downloads: unknown
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 6
proxy.golang.org: github.com/bytedance/fedlearner/deploy/kubernetes_operator
- Homepage: https://github.com/bytedance/fedlearner
- Documentation: https://pkg.go.dev/github.com/bytedance/fedlearner/deploy/kubernetes_operator#section-documentation
- License: Apache-2.0
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Latest release: v0.0.0-20230523034403-436e4959952c
published about 3 years ago