tayebiarasteh / federated_he

Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology and radiology, reaching state-of-the-art performance with privacy guarantees.

Date Created 2022-03-31 (2 years ago)
Commits 43 (last one about a year ago)
Stargazers 32 (0 this week)
Watchers 2 (0 this week)
Forks 4
License mit
Ranking

RepositoryStats indexes 617,630 repositories, of these tayebiarasteh/federated_he is ranked #577,777 (6th percentile) for total stargazers, and #493,838 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #115,450/124,984.

tayebiarasteh/federated_he is also tagged with popular topics, for these it's ranked: deep-learning (#8,380/8709),  pytorch (#5,909/6139),  segmentation (#635/663),  image-classification (#388/411),  medical-imaging (#283/299),  federated-learning (#204/215),  image-segmentation (#203/210)

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Watcher History

Github watchers over time, collection started in '23

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Recent Commit History

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

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Yearly Commits

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Issue History

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Languages

The only known language in this repository is Python

PythonPython

updated: 2025-01-31 @ 01:20am, id: 476432947 / R_kgDOHGXKMw