ipc-lab / private-ml-for-health

Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)

Date Created 2020-10-27 (4 years ago)

Commits 102 (last one 3 years ago)

Stargazers 72 (0 this week)

Watchers 8 (0 this week)

Forks 17

License mit

Ranking

RepositoryStats indexes 609,829 repositories, of these ipc-lab/private-ml-for-health is ranked #374,176 (39th percentile) for total stargazers, and #247,852 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #71,279/123,022.

ipc-lab/private-ml-for-health is also tagged with popular topics, for these it's ranked: deep-learning (#6,010/8641), machine-learning (#5,704/8203), privacy (#790/1071), federated-learning (#120/212)

Other Information

ipc-lab/private-ml-for-health has Github issues enabled, there is 1 open issue and 2 closed issues.

Homepage URL: https://arxiv.org/abs/2101.11693

All Topics

opacus privacy squeezenet deep-learning machine-learning federated-learning deep-neural-network medical-application diabetic-retinopathy differential-privacy medical-image-processing diabetic-retinopathy-detection secure-multi-party-computation

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

0 commits on the default branch (main) since jan '22

No recent commits to this repository

Yearly Commits

Commits to the default branch (main) per year

Issue History

Languages

The primary language is Python but there's also others...

updated: 2024-12-27 @ 05:54am, id: 307679381 / R_kgDOElbQlQ