FedML-AI / FedML-Mobile
FedML-Mobile: Federated Learning Research Library for Android and iOS Smartphones (supported by FedML framework)
☆24Updated 2 years ago
Alternatives and similar repositories for FedML-Mobile:
Users that are interested in FedML-Mobile are comparing it to the libraries listed below
- federated-learning☆82Updated 2 years ago
- ☆73Updated last year
- Privacy Preserving Vertical Federated Learning☆218Updated last year
- A Simulator for Privacy Preserving Federated Learning☆94Updated 4 years ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆77Updated 3 years ago
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".☆37Updated 2 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆122Updated 2 years ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆144Updated 5 years ago
- A Benchmark of Real-world Image Dataset for Federated Learning☆42Updated 5 years ago
- Federated Learning Framework Benchmark (UniFed)☆49Updated last year
- Investigating Split Learning and Federate Learning☆82Updated 4 years ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆64Updated 4 months ago
- vertical federated learning paper lists☆75Updated 4 years ago
- Salvaging Federated Learning by Local Adaptation☆56Updated 8 months ago
- Oort: Efficient Federated Learning via Guided Participant Selection☆126Updated 3 years ago
- Federated Multi-Task Learning☆130Updated 6 years ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆45Updated last year
- Federated Learning on XGBoost☆46Updated 5 years ago
- tf implementation of federated learning☆41Updated 5 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆115Updated 4 years ago
- DP-FTRL from "Practical and Private (Deep) Learning without Sampling or Shuffling" for centralized training.☆29Updated 3 weeks ago
- Attentive Federated Learning for Private NLM☆61Updated 8 months ago
- ☆26Updated 5 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆67Updated 4 years ago
- ☆42Updated 11 months ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆84Updated 4 years ago
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆71Updated 2 years ago
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆30Updated 2 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆235Updated 8 months ago
- Codes for FedKD☆56Updated 2 years ago