Zing22 / tf-fed-demoLinks
A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.
☆61Updated 4 years ago
Alternatives and similar repositories for tf-fed-demo
Users that are interested in tf-fed-demo are comparing it to the libraries listed below
Sorting:
- ☆111Updated 4 years ago
- Galaxy Federated Learning Framework (星际联邦学习框架)☆254Updated 2 years ago
- ☆194Updated 11 months ago
- Implement FedAvg algorithm based on Tensorflow☆253Updated 4 years ago
- Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)☆62Updated last year
- tf implementation of federated learning☆42Updated 6 years ago
- 联邦学习分布式训练MNist数据集☆59Updated 6 years ago
- 关于簇联邦学习的一个小小的改进。自动确定簇个数,提高簇模型精度,缓解用户孤立的问 题☆36Updated 3 years ago
- The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆33Updated 4 years ago
- 通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …☆38Updated 2 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆174Updated 4 years ago
- SCAFFOLD and FedAvg implementation☆60Updated 3 years ago
- ☆54Updated 3 years ago
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆84Updated 11 months ago
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆41Updated 3 years ago
- On the Convergence of FedAvg on Non-IID Data☆266Updated 2 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆155Updated 4 years ago
- A simulation framework for Federated Learning written in PyTorch☆207Updated 3 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- ☆168Updated 7 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆45Updated 2 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆123Updated 3 years ago
- ☆175Updated 2 years ago
- ☆72Updated last year
- Three implementations of FedAvg: numpy, pytorch and tensorflow federated.☆43Updated 3 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆250Updated last year
- PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆109Updated 3 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆164Updated 2 years ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆66Updated 7 months ago
- vertical federated learning paper lists☆76Updated 4 years ago