Pinned

1. google-research/federated google-research/federated Public

   A collection of Google research projects related to Federated Learning and Federated Analytics.

   Python 661 189

2. MS-G3D MS-G3D Public

   [CVPR 2020 Oral] PyTorch implementation of "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition"

   Python 413 96

3. google-parfait/tensorflow-federated google-parfait/tensorflow-federated Public

   An open-source framework for machine learning and other computations on decentralized data.

   Python 2.3k 579

4. tensorflow/privacy tensorflow/privacy Public

   Library for training machine learning models with privacy for training data

   Python 1.9k 443

5. private-cross-silo-fl private-cross-silo-fl Public

   [NeurIPS 2022] JAX/Haiku implementation of "On Privacy and Personalization in Cross-Silo Federated Learning"

   Python 25 3

6. DP2 DP2 Public

   [ICLR 2023] Official JAX/Haiku implementation of the paper "Differentially Private Adaptive Optimization with Delayed Preconditioners"

   Python 17