open-intelligence / federated-learning-chinese
☆111Updated 3 years ago
Alternatives and similar repositories for federated-learning-chinese:
Users that are interested in federated-learning-chinese are comparing it to the libraries listed below
- ☆191Updated 6 months ago
- Galaxy Federated Learning Framework (星际联邦学习框架)☆243Updated 2 years ago
- vertical federated learning paper lists☆75Updated 4 years ago
- A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.☆61Updated 3 years ago
- Implement FedAvg algorithm based on Tensorflow☆238Updated 4 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆109Updated 4 years ago
- On the Convergence of FedAvg on Non-IID Data☆257Updated 2 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆150Updated 3 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆155Updated last year
- Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Ho…☆96Updated 2 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆163Updated 3 years ago
- A simulation framework for Federated Learning written in PyTorch☆204Updated 2 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆139Updated 2 years ago
- ☆171Updated 3 months ago
- 联邦学习分布式训练MNist数据集☆55Updated 5 years ago
- ☆173Updated last year
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆76Updated 6 months ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆121Updated last year
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆230Updated 6 months ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆158Updated 2 years ago
- ☆22Updated 5 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆246Updated last year
- ☆72Updated last year
- Implementation of dp-based federated learning framework using PyTorch☆292Updated last year
- Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"☆140Updated 2 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆45Updated 2 years ago
- tf implementation of federated learning☆42Updated 5 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆66Updated 4 years ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆74Updated 2 years ago
- ☆31Updated 2 years ago