| OpenMined/PySyft |
9,118 |
|
3 |
2 |
about 2 years ago |
228 |
December 07, 2023 |
143 |
apache-2.0 |
Python |
| Perform data science on data that remains in someone else's server |
| FedML-AI/FedML |
3,946 |
|
0 |
1 |
about 2 years ago |
342 |
December 08, 2023 |
118 |
apache-2.0 |
Python |
| FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, FEDML Nexus AI (https://nexus.fedml.ai) is the dedicated cloud service for generative AI |
| adap/flower |
3,545 |
|
0 |
6 |
about 2 years ago |
28 |
November 28, 2023 |
374 |
apache-2.0 |
Python |
| Flower: A Friendly Federated Learning Framework |
| innovation-cat/Awesome-Federated-Machine-Learning |
1,425 |
|
0 |
0 |
about 2 years ago |
0 |
|
4 |
|
|
| Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond |
| shaoxiongji/federated-learning |
1,042 |
|
0 |
0 |
over 2 years ago |
0 |
|
14 |
mit |
Python |
| A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561 |
| AshwinRJ/Federated-Learning-PyTorch |
902 |
|
0 |
0 |
about 3 years ago |
0 |
|
25 |
mit |
Python |
| Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data |
| poga/awesome-federated-learning |
492 |
|
0 |
0 |
over 3 years ago |
0 |
|
3 |
|
|
| resources about federated learning and privacy in machine learning |
| tushar-semwal/awesome-federated-computing |
448 |
|
0 |
0 |
over 2 years ago |
0 |
|
0 |
cc0-1.0 |
|
| :books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning. |
| PaddlePaddle/PaddleFL |
436 |
|
0 |
0 |
about 3 years ago |
17 |
December 06, 2021 |
52 |
apache-2.0 |
Python |
| Federated Deep Learning in PaddlePaddle |
| mbs0221/Multitask-Learning |
374 |
|
0 |
0 |
about 5 years ago |
0 |
|
2 |
|
|
| Awesome Multitask Learning Resources |
