9 results found Sort:

chaoyanghe
Awesome-Federated-Learning chaoyanghe
333
1.9k
unknown
91
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
non-iid privacy computer-vision interpretability machine-learning straggler-problem transfer-learning continual-learning federated-learning incentive-mechanism computation-efficiency wireless-communication communication-efficiency distributed-optimization semi-supervised-learning neural-architecture-search vertical-federated-learning adversarial-attack-and-defense hierarchical-federated-learning decentralized-federated-learning
Created 2020-07-03
124 commits to master branch, last one 2 years ago
weimingwill
awesome-federated-learning weimingwill
95
665
mit
25
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
non-iid privacy data-privacy meta-learning machine-learning federated-learning federated-optimization communication-efficiency distributed-optimization statistical-heterogeneity federated-learning-framework decentralized-federated-learning differential-privacy-deep-learning
Created 2019-11-10
86 commits to master branch, last one about a month ago
litian96
FedProx litian96
159
652
mit
5
Federated Optimization in Heterogeneous Networks (MLSys '20)
parallel-learning large-scale-learning federated-optimization distributed-optimization
Created 2019-01-25
13 commits to master branch, last one 3 years ago
litian96
fair_flearn litian96
60
243
mit
7
Fair Resource Allocation in Federated Learning (ICLR '20)
fairness-ml alpha-fairness federated-learning distributed-optimization
Created 2019-05-24
22 commits to master branch, last one 3 years ago
MLOPTPSU
FedTorch MLOPTPSU
35
188
gpl-2.0
7
FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.
mpi pytorch distributed federated-learning distributed-optimization
Created 2020-10-22
56 commits to main branch, last one 3 years ago
VIS4ROB-lab
hyperion VIS4ROB-lab
10
83
bsd-3-clause
13
Symbolic Continuous-Time Gaussian Belief Propagation Framework with Ceres Interoperability
cpp slam eigen3 python robotics symforce ceres-solver sensor-fusion code-generation computer-vision continuous-time message-passing distributed-optimization gaussian-belief-propagation
Created 2024-02-05
5 commits to main branch, last one 9 days ago
ehsanmok
spark-lp ehsanmok
23
75
apache-2.0
7
Distributed Linear Programming Solver on top of Apache Spark
scala spark high-performance linear-programming distributed-computing distributed-optimization
Created 2016-11-14
6 commits to master branch, last one 3 years ago
OPT4SMART
disropt OPT4SMART
19
70
gpl-3.0
6
DISROPT: A Python framework for distributed optimization
mpi python optimization-algorithms distributed-optimization
Created 2019-09-26
49 commits to master branch, last one 2 years ago
mkhraijah
PowerModelsADA.jl mkhraijah
6
31
other
2
A package for solving optimal power flow problems using distributed algorithms.
julia power-systems optimal-power-flow distributed-computing distributed-optimization
Created 2022-03-26
127 commits to main branch, last one about a year ago