Sapienza-University-Rome / FedArtMLLinks
Federated Learning for Artificial Intelligence and Machine Learning
☆17Updated 4 months ago
Alternatives and similar repositories for FedArtML
Users that are interested in FedArtML are comparing it to the libraries listed below
Sorting:
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆116Updated 4 years ago
- ☆96Updated 4 years ago
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆193Updated 9 months ago
- diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆178Updated 2 years ago
- fully ready experiments☆38Updated 3 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆166Updated 3 years ago
- NEBULA: A Platform for Decentralized Federated Learning☆76Updated last month
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆307Updated 3 years ago
- Decentralized federated learning of deep neural networks on non-iid data☆45Updated 3 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆185Updated 4 years ago
- A decentralised federated learning simulator☆14Updated last year
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆122Updated 3 years ago
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆42Updated 4 years ago
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆54Updated 3 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆713Updated 2 years ago
- Implementation of dp-based federated learning framework using PyTorch☆314Updated 3 weeks ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆613Updated last year
- Python module for simulating gossip learning.☆40Updated 2 years ago
- Investigating Split Learning and Federate Learning☆87Updated 5 years ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆668Updated this week
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆157Updated 3 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆226Updated 5 years ago
- PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆112Updated 3 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆244Updated last year
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆71Updated last year
- Code and data accompanying the FedGen paper☆258Updated last year
- On the Convergence of FedAvg on Non-IID Data☆274Updated 3 years ago
- Accenture Labs Federated Learning☆106Updated last year
- ☆19Updated last year
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆133Updated 2 years ago