|
None |
1531 |
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai |
Oct 18, 2022 |
|
None |
32 |
federated-learning |
Sep 11, 2022 |
|
Python |
18 |
Federated Learning Framework |
Apr 24, 2023 |
|
Python |
7 |
Federated Reinforcement Learning |
Dec 17, 2021 |
|
JavaScript |
2 |
Federated Machine Learning |
May 12, 2023 |
|
None |
40 |
Federated Learning Systems |
Apr 04, 2023 |
|
Python |
28 |
PyTorch Federated Learning |
May 23, 2023 |
|
Python |
2 |
Federated Learning Toolkits, which provides a general Federated Learning Environment |
Feb 22, 2023 |
|
Python |
2 |
Unlearning in federated learning |
Apr 15, 2022 |
|
Go |
14 |
Federated Learning Made Easy |
Oct 10, 2022 |
|
None |
46 |
Accenture Labs Federated Learning |
Apr 13, 2023 |
|
Python |
3 |
federated learning with opacus |
Apr 25, 2023 |
|
Vue |
4 |
Federated Learning with TensorFlow.js |
Nov 26, 2021 |
|
Python |
2 |
Federated Learning with StreamFlow |
Aug 31, 2022 |
|
Jupyter Notebook |
11 |
Federated learning based app |
Apr 14, 2023 |
|
Python |
2 |
Uncertainty guided Federated Learning |
Nov 04, 2022 |
|
Python |
3 |
Prompt-based Federated Learning |
May 05, 2023 |
|
Python |
28 |
Federated Learning for LLMs. |
Jun 19, 2023 |
|
Jupyter Notebook |
4 |
Privacy preserving learning for Federated Learning. |
May 18, 2023 |
|
Python |
6 |
PyTorch Implementation of Federated Reconstruction: Partially Local Federated Learning |
Jul 10, 2023 |
|
Python |
39 |
A high-level federated learning Python library used to run complex federated learning experiments at scale … |
Feb 27, 2023 |
|
Python |
8 |
A python library for federated learning supporting consortium scale deployment. |
Jun 24, 2022 |
|
None |
2 |
FedML: A Research Library and Benchmark for Federated Machine Learning |
Aug 21, 2020 |
|
Python |
269 |
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research. |
Jul 07, 2022 |
|
Python |
270 |
Simulate a federated setting and run differentially private federated learning. |
Aug 12, 2022 |
|
Python |
4 |
WAFFLE: Watermarking in Federated Learning |
Jun 17, 2022 |
|
Python |
5 |
A generic Federated Learning simulator! |
Jul 17, 2022 |
|
Python |
9 |
Federated Learning Based Dynamic Regularization |
Jul 13, 2022 |
|
C++ |
397 |
Federated Deep Learning in PaddlePaddle |
Jul 30, 2022 |
|
Python |
29 |
Federated Learning Framework Benchmark (UniFed) |
Nov 24, 2022 |
|
Python |
46 |
Benchmarking Semi-supervised Federated Learning |
Apr 24, 2023 |
|
Python |
19 |
Federated Learning on HyperLedger Aries |
May 18, 2022 |
|
None |
26 |
Related material on Federated Learning |
Jun 08, 2022 |
|
None |
55 |
vertical federated learning paper lists |
Jul 20, 2022 |
|
Python |
129 |
Privacy Preserving Vertical Federated Learning |
Aug 15, 2022 |
|
Python |
2 |
Shapley value for federated learning. |
May 17, 2022 |
|
Python |
3 |
Federated Learning in Healthcare Data |
Mar 30, 2022 |
|
TypeScript |
157 |
Federated learning experiment using TensorFlow.js |
Apr 22, 2023 |
|
TypeScript |
2 |
Federated learning experiment using TensorFlow.js |
Nov 25, 2019 |
|
Python |
14 |
distributed federated learning for pytorch |
May 10, 2021 |
|
Python |
4 |
a tiny federated learning framework |
Jun 08, 2023 |
|
Python |
2 |
vertical federated learning for knn |
Jul 17, 2023 |
|
Jupyter Notebook |
330 |
A library for federated learning (a distributed machine learning process) in an enterprise environment. |
Aug 03, 2022 |
|
None |
3 |
A library for federated learning (a distributed machine learning process) in an enterprise environment. |
Jun 29, 2022 |
|
Python |
1721 |
FedML - The federated learning and analytics library enabling secure and collaborative machine learning on … |
Sep 22, 2022 |
|
Python |
15 |
[AAAI'23] Federated Robustness Propagation: Sharing Robustness in Heterogeneous Federated Learning |
Mar 28, 2023 |
|
TeX |
3 |
Federated Learning Project for 02460 Advanced Machine Learning |
May 11, 2022 |
|
Python |
188 |
Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459) |
Oct 12, 2022 |
|
Python |
121 |
Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470 |
Oct 03, 2022 |
|
Python |
7 |
Deep Federated Learning for Autonomous Driving |
Jun 15, 2022 |