zouyu4524 / fl-androidLinks
Implementation of federated learning on Android devices. Please find more details in the following blog post. (in Chinese)
☆33Updated 6 years ago
Alternatives and similar repositories for fl-android
Users that are interested in fl-android are comparing it to the libraries listed below
Sorting:
- tf implementation of federated learning☆42Updated 6 years ago
- A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.☆61Updated 4 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆249Updated last year
- ☆169Updated 7 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆68Updated 4 years ago
- Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)☆62Updated last year
- ☆110Updated 4 years ago
- ☆72Updated last year
- ☆54Updated 3 years ago
- Simulate a federated setting and run differentially private federated learning.☆383Updated 5 months ago
- On the Convergence of FedAvg on Non-IID Data☆266Updated 2 years ago
- A simulation framework for Federated Learning written in PyTorch☆208Updated 3 years ago
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆111Updated 4 years ago
- CMFL: Mitigating Communication Overhead for Federated Learning / PyTorch reimplementation.☆29Updated 5 years ago
- Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"☆281Updated 3 months ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆45Updated 2 years ago
- ☆96Updated 3 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆123Updated 3 years ago
- Galaxy Federated Learning Framework (星际联邦学习框架)☆253Updated 2 years ago
- ☆195Updated last year
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆240Updated last year
- diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆172Updated 2 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆175Updated 4 years ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆66Updated 8 months ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆163Updated 2 years ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆84Updated 5 years ago
- ☆22Updated 6 years ago
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Updated 6 years ago
- Accenture Labs Federated Learning☆104Updated last year
- Attentive Federated Learning for Private NLM☆60Updated last year