Search Results - RepositoryStats

36

394

apache-2.0

13

Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo

argo book mlops devops python kubeflow kubernetes tensorflow cloud-native data-science argo-workflows cloud-computing machine-learning distributed-systems manning-publications machine-learning-pipelines distributed-machine-learning large-scale-machine-learning

Created 2021-01-15

94 commits to main branch, last one 11 days ago

ray-educational-materials ray-project

67

352

apache-2.0

11

This is suite of the hands-on training materials that shows how to scale CV, NLP, time-series forecasting workloads with Ray.

llm ray ray-data ray-tune ray-serve ray-train llm-serving deep-learning generative-ai llm-inference ray-distributed distributed-machine-learning

This repository has been archived (exclude archived)

Created 2022-09-16

146 commits to main branch, last one 10 months ago

HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients diaoenmao

33

156

mit

3

[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients

deep-learning model-compression federated-learning distributed-machine-learning

Created 2019-11-23

84 commits to master branch, last one about a year ago

FedERA anupamkliv

61

140

apache-2.0

7

FedERA is a modular and fully customizable open-source FL framework, aiming to address these issues by offering comprehensive support for heterogeneous edge devices and incorporating both standalone a...

grpc federa python pytorch framework edge-devices deep-learning carbon-emissions federated-learning distributed-machine-learning

Created 2023-05-14

146 commits to main branch, last one about a year ago

GeoMX INET-RC

14

116

apache-2.0

3

GeoMX: A fast and unified system for distributed machine learning over geo-distributed data centers.

geomx dml-over-wans communication-efficient distributed-machine-learning hierarchical-parameter-server

Created 2021-04-29

463 commits to main branch, last one 9 months ago

PaddleDTX PaddlePaddle

36

88

apache-2.0

9

Paddle with Decentralized Trust based on Xuperchain

blockchain trusted-ai federated-learning decentralized-storage distributed-machine-learning

Created 2021-11-12

343 commits to master branch, last one 4 months ago

Aweome-Heathcare-Federated-Learning monk1337

16

85

unknown

3

A curated list of Federated Learning papers/articles and recent advancements.

non-iid awesome-list data-privacy deep-learning healthcare-data machine-learning life-science-data federated-learning healthcare-imaging healthcare-datasets medical-data-pipeline artifical-intelligense awesome-machine-learning deep-learning-healthcare machine-learning-privacy machine-learning-healthcare vertical-federated-learning distributed-machine-learning healthcare-federated-learning blockchain-medical-applications

Created 2020-12-16

24 commits to main branch, last one about a year ago

sensAI GuanhuaWang

8

64

apache-2.0

9

sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data

vgg mlsys sysml resnet cifar10 cifar-10 cifar100 imagenet cifar-100 imagenet1k mobilenet-v2 deep-learning shufflenet-v2 machine-learning cnn-classification distributed-systems deep-neural-networks distributed-deep-learning distributed-machine-learning

Created 2019-03-05

163 commits to master branch, last one 3 years ago

FedAO orion-orion

8

63

mit

3

🔨 A toolbox for federated learning, aiming to provide implementations of FedAvg, FedProx, Ditto, etc. in multiple versions, such as Pytorch/Tensorflow, single-machine/distributed, synchronized/asynch...

machine-learning federated-learning distributed-machine-learning

Created 2020-10-04

40 commits to master branch, last one about a year ago

dblink cleanzr

9

57

other

11

Distributed Bayesian Entity Resolution in Apache Spark

mcmc apache-spark record-linkage entity-resolution bayesian-inference distributed-machine-learning

Created 2018-08-27

152 commits to master branch, last one 3 years ago

NErlNet leondavi

7

40

gpl-3.0

5

Nerlnet is a framework for research and development of distributed machine learning models on IoT

ai ml iot cowboy erlang python nerlnet federated distributed-ml neural-network fault-tolerance machine-learning federated-learning distributed-systems distributed-machine-learning federated-learning-framework artificial-intelligence-projects

Created 2020-05-13

2,394 commits to master branch, last one 19 days ago

SemiFL-Semi-Supervised-Federated-Learning-for-Unlabeled-Clients-with-Alternate-Training diaoenmao

12

36

mit

3

[NeurIPS 2022] SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training

deep-learning federated-learning semi-supervised-learning distributed-machine-learning

Created 2021-02-11

108 commits to main branch, last one about a year ago

gossipy makgyver

11

36

apache-2.0

1

Python module for simulating gossip learning.

pytorch simulation deep-learning gossip-learning gossip-protocol federated-learning distributed-machine-learning

Created 2021-07-13

132 commits to main branch, last one 11 months ago

Distributed-ML-PySpark orion-orion

6

34

mit

2

🔨 使用Spark/Pytorch实现分布式算法，包括图/矩阵计算（graph/matrix computation）、随机算法、优化（optimization）和机器学习。参考刘铁岩《分布式机器学习》和CME 323课程

spark machine-learning distributed-computing distributed-machine-learning

Created 2022-07-02

87 commits to master branch, last one about a year ago