Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 16 Distributed Optimization Open Source Projects

Open source projects categorized as Distributed Optimization
Categories > Distributed Optimization
Awesome Federated Learning ⭐ 1,481
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
most recent commit 2 years ago
Awesome Federated Learning ⭐ 482
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
most recent commit a year ago
Fedprox ⭐ 465
Federated Optimization in Heterogeneous Networks (MLSys '20)
most recent commit a year ago
Fair_flearn ⭐ 121
Fair Resource Allocation in Federated Learning (ICLR '20)
most recent commit 3 years ago
Spark Lp ⭐ 64
Distributed Linear Programming Solver on top of Apache Spark
most recent commit 3 years ago
Disropt ⭐ 37
DISROPT: A Python framework for distributed optimization
total releases 10most recent commit 2 years ago
Fedtorch ⭐ 37
FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.
most recent commit 3 years ago
Robust_distributed_mapper ⭐ 31
This library is an implementation of the algorithm described in Distributed Trajectory Estimation with Privacy and Communication Constraints: a Two-Stage Distributed Gauss-Seidel Approach.
most recent commit 2 years ago
Powermodelsada.jl ⭐ 21
A package for solving optimal power flow problems using distributed algorithms.
most recent commit 6 months ago
Shadho ⭐ 17
Scalable, structured, dynamically-scheduled hyperparameter optimization.
total releases 18most recent commit 2 years ago
Feddane ⭐ 17
FedDANE: A Federated Newton-Type Method (Asilomar Conference on Signals, Systems, and Computers ‘19)
most recent commit 3 years ago
Scot ⭐ 13
Sparse Convex Optimization Toolkit (SCOT)
most recent commit 3 months ago
Tvopt ⭐ 11
tvopt is a prototyping and benchmarking Python framework for time-varying (or online) optimization.
total releases 18most recent commit a year ago
Overlap_local_sgd ⭐ 7
Implementation of (overlap) local SGD in Pytorch
most recent commit 4 years ago
Revs Admm ⭐ 5
Distributed approach of scheduling residential EV charging to maintain reliability of power distribution grids.
most recent commit 6 months ago
Ri Sgd ⭐ 5
Implementation of Redundancy Infused SGD for faster distributed SGD.
most recent commit 4 years ago
The 3 Latest Releases In Distributed Optimization Open Source Projects
Tvopt ⭐ 11
tvopt is a prototyping and benchmarking Python framework for time-varying (or online) optimization.
total releases 18latest release January 09, 2023most recent commit a year ago
Shadho ⭐ 17
Scalable, structured, dynamically-scheduled hyperparameter optimization.
total releases 18latest release July 19, 2022most recent commit 2 years ago
Disropt ⭐ 37
DISROPT: A Python framework for distributed optimization
total releases 10latest release June 16, 2021most recent commit 2 years ago
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.