#
distributed-optimization
Here are
19 public repositories
matching this topic...
Federated Optimization in Heterogeneous Networks (MLSys '20)
Updated
Aug 25, 2021
Python
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
Updated
Aug 16, 2021
Shell
Fair Resource Allocation in Federated Learning (ICLR '20)
Updated
Aug 25, 2021
Python
Distributed Linear Programming Solver on top of Apache Spark
Updated
Jan 4, 2021
Scala
FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.
Updated
Jul 14, 2021
Python
DISROPT: A Python framework for distributed optimization
Updated
Jun 16, 2021
Python
Implementation of (overlap) local SGD in Pytorch
Updated
Jul 12, 2020
Python
FedDANE: A Federated Newton-Type Method (Asilomar Conference on Signals, Systems, and Computers ‘19)
Updated
Aug 25, 2021
Python
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.
Scalable, structured, dynamically-scheduled hyperparameter optimization.
Updated
Sep 13, 2021
Python
Communication-efficient decentralized SGD (Pytorch)
Updated
Mar 17, 2020
Python
Implementation of Redundancy Infused SGD for faster distributed SGD.
Updated
Dec 25, 2019
Python
tvopt is a prototyping and benchmarking Python framework for time-varying (or online) optimization.
Updated
Apr 23, 2021
Python
Implementation of Local Updates Periodic Averaging (LUPA) SGD
Updated
Dec 25, 2019
Python
Implementation of consensus algorithms using row-stochastic weights over directed graphs
Updated
Mar 31, 2021
MATLAB
optopy is a prototyping and benchmarking Python framework for optimization, both static and dynamic, centralized and distributed
Updated
Apr 23, 2021
Python
This repository contains the code that produces the numeric section in On the Use of TensorFlow Computation Graphs in combination with Distributed Optimization to Solve Large-Scale Convex Problems
Updated
Jul 8, 2020
Python
Parallel optimizer based on the Global Function Search
Updated
Jul 14, 2021
Python
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