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Opacus

Training PyTorch models with differential privacy
Stars
1,535
License
apache-2.0
Open Issues
68
Most Recent Commit
3 months ago
Programming Language
Jupyter Notebook
Monthly Downloads
pypi opacus Downloads
Dependent Packages
17
Total Releases
20
Latest Release
May 06, 2022
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Alternatives To Opacus
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Training PyTorch models with differential privacy
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Differential Privacy Based Federated Learning212
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Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )
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👁🙅‍♀️Differentially Private Optimization Algorithms for PyTorch
Decentralized Ml42
3 years agoapache-2.0Jupyter Notebook
Full stack service enabling decentralized machine learning on private data
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Pysyft ⭐ 9,188
Perform data science on data that remains in someone else's server
dependent packages 2total releases 228most recent commit a month agopypi syft} Downloads
Opacus ⭐ 1,535
Training PyTorch models with differential privacy
dependent packages 17total releases 20most recent commit 3 months agopypi opacus} Downloads


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