DistOptConstrComm

Efficient randomized subspace embeddings for Distributed Optimization under a Communication Budget

Stars

2

Forks

1

Language

MATLAB

Last Updated

Mar 11, 2023

Similar Repos
Repo Language Stars Description Updated At
Python 48 PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms Oct 02, 2022
Python 2 Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning Mar 30, 2023
MATLAB 2 Randomized Algorithms for Derivative-Free Optimization Oct 11, 2023
HTML 8 Randomized optimization techniques for NN and other problems Oct 22, 2021
Jupyter Notebook 118 Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints May 31, 2023
JavaScript 328 Communication framework for distributed JavaScript. Apr 17, 2023
Python 48 Experiments for distributed optimization algorithms May 18, 2023
MATLAB 2 Repository for the implementation of "Distributed Principal Component Analysis with Limited Communication" (Alimisis et al., … May 27, 2023
Python 3 API for Distributed HPC Function Optimization Jun 16, 2022
Python 31 Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization Jul 22, 2022
Python 2 DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective. Dec 17, 2021
Python 67 DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective. Jul 27, 2022
Python 2 DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective. Mar 05, 2023
None 4 Smooth Variational Graph Embeddings for Efficient Neural Architecture Search Mar 02, 2021
Python 2 An efficient decoding scheme for 5G communication May 31, 2022
Scala 364 Binary serialization library for efficient network communication Mar 19, 2023
Python 81 Phoenics: Bayesian optimization for efficient experiment planning Apr 27, 2023
C 2 Distributed protocol implementation for communication client - multiserver Feb 27, 2020
C++ 41 ROS wrapper for distributed pose graph optimization Apr 23, 2023
Python 2 Extremely Randomized Trees with Privacy Preservation for Distributed Data (k-PPD-ERT) Nov 14, 2021
Python 36 A collection of computationally efficient algorithms for online subspace learning and principal component analysis Aug 20, 2022
Python 29 Library for research on Distributed Constraints Optimization Problems Aug 08, 2022
Jupyter Notebook 2 [MVA] Practicals for Large Scale Distributed Optimization course Oct 07, 2020
Python 7752 DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, … Sep 01, 2022
Python 3 DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, … Apr 19, 2023
Python 2 DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, … Jan 02, 2023
None 3 DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, … Apr 16, 2023
None 2 DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, … Aug 10, 2023
None 2 Secure communication for a distributed Thanos Deployment for Prometheus Oct 16, 2021
Python 199 Python package for implementing a number of Machine Learning, Randomized Optimization and SEarch algorithms. Jun 26, 2022
Python 38 Hash Embedding code for the paper "Hash Embeddings for Efficient Word Representations" Jan 17, 2023
Python 2 Code for Communication Efficient Federated Learning for Generalized Linear Bandits Apr 14, 2023
None 2 For the distributed charts search at hub.helm.sh (under development) Nov 29, 2021
Jupyter Notebook 22 Code for "Robust Multi-Objective Bayesian Optimization Under Input Noise" Aug 02, 2022
C++ 73 Simple, reliable & efficient distributed task queue for C++17 Apr 25, 2023
Rust 42 DDO a generic and efficient framework for MDD-based optimization. Feb 11, 2023
Jupyter Notebook 2 Paper repository for "Budget-Conscious Fine-Grained Configuration Optimization for Spatio-Temporal Applications" (VLDB 2022) Feb 04, 2024
Julia 5 Wrapper for COSMA: Distributed Communication-Optimal Matrix-Matrix Multiplication Algorithm Mar 02, 2022
C 10 Demosaic methods for LibRaw distributed under the terms of GPL2+ Nov 25, 2020
C++ 14 Demosaic methods for LibRaw distributed under the terms of GPL3+ Sep 15, 2022
Jupyter Notebook 26 Code relating to the paper - Stock Embeddings: Learning Distributed Representations for Financial Assets Nov 19, 2022
None 2 Open source protocol for secure and efficient AI-to-AI communication Jul 20, 2023
Cuda 81 Efficient Distributed GPU Programming for Exascale, an SC/ISC Tutorial May 21, 2023
C++ 119 Fast, efficient RNA-Seq metrics for quality control and process optimization Apr 23, 2023
Python 7 [NeurIPS-W'21] Generative Optimization Nets for Memory-Efficient Data Generation Aug 17, 2022
Terra 5 DADAM: A Consensus-based Distributed Adaptive Gradient Method for Online Optimization Jun 19, 2022
MATLAB 2 A library for simulation of multi-agent systems under non-ideal communication Jun 07, 2023
Python 10 distributed-embeddings is a library for building large embedding based models in Tensorflow 2. Jul 05, 2022
C++ 3 (under construction) R and Python interfaces for John Sperry's 2017 optimization model Feb 26, 2020
Python 2 A Bayesian-optimization-based framework for supporting decision-making under preference uncertainty. Sep 22, 2022