FedML-AI / FedML-Mobile
FedML-Mobile: Federated Learning Research Library for Android and iOS Smartphones (supported by FedML framework)
☆23Updated 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
- Privacy Preserving Vertical Federated Learning☆217Updated last year
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".☆35Updated last year
- Federated Learning Framework Benchmark (UniFed)☆49Updated last year
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆61Updated 2 months ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆74Updated 2 years ago
- A Benchmark of Real-world Image Dataset for Federated Learning☆42Updated 5 years ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆143Updated 5 years ago
- Attentive Federated Learning for Private NLM☆60Updated 6 months ago
- A Simulator for Privacy Preserving Federated Learning☆93Updated 4 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆117Updated 2 years ago
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆70Updated last year
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆83Updated 4 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆110Updated 4 years ago
- Four Federated learning datasets for Human Activity Recognition☆52Updated last year
- A ledger for private and secure peer to peer machine learning☆107Updated last year
- Salvaging Federated Learning by Local Adaptation☆56Updated 6 months ago
- federated-learning☆83Updated 2 years ago
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆38Updated 3 years ago
- vertical federated learning paper lists☆75Updated 4 years ago
- ☆41Updated 9 months ago
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆50Updated 8 months ago
- An Efficient Learning Framework For Federated XGBoostUsing Secret Sharing And Distributed Optimization☆30Updated 3 years ago
- ☆36Updated 3 years ago
- code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"☆31Updated 2 years ago
- DFL working group☆33Updated 9 months ago
- tf implementation of federated learning☆41Updated 5 years ago
- ☆16Updated 4 years ago
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆30Updated 2 years ago
- Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)☆61Updated last year
- A curated list of resources dedicated to federated learning.☆103Updated 2 years ago