Projects in Awesome Lists tagged with distributed-machine-learning

A curated list of projects in awesome lists tagged with distributed-machine-learning .

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https://github.com/terrytangyuan/distributed-ml-patterns

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

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

Last synced: 16 May 2025

https://github.com/ray-project/ray-educational-materials

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

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

Last synced: 08 May 2025

https://github.com/paddlepaddle/paddledtx

Paddle with Decentralized Trust based on Xuperchain

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

Last synced: 19 Apr 2025

https://github.com/guanhuawang/sensai

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

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

Last synced: 15 Apr 2025

https://github.com/leondavi/NErlNet

Nerlnet is a distributed machine learning platform for experiments and IoT deployment.

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

Last synced: 16 Apr 2025

https://github.com/soumyadipghosh/eventgrad

Event-Triggered Communication in Parallel Machine Learning

communication-efficient distributed-machine-learning machine-learning mpi parallel-machine-learning pytorch

Last synced: 05 Dec 2024

https://github.com/beiyuouo/fedhf

🔨 A Flexible Federated Learning Simulator for Heterogeneous and Asynchronous.

distributed-machine-learning federated-learning federated-learning-framework fedhf machine-learning python

Last synced: 19 Apr 2025

https://github.com/collaborative-ai/colda

Collaborative Data Analysis for All

assisted-learning collaborative-machine-learning data-analysis deep-learning distributed-machine-learning

Last synced: 05 May 2025

https://github.com/benedekrozemberczki/nestedsubtreehash

A distributed implementation of "Nested Subtree Hash Kernels for Large-Scale Graph Classification Over Streams" (ICDM 2012).

data-mining data-science deepwalk distributed-machine-learning feature-extraction gensim graph-classification graph-kernel graph-mining hashing large-scale-learning machine-learning multi-scale node2vec representation-learning streaming-data streaming-processing word2vec

Last synced: 11 Apr 2025

https://github.com/fangjin98/distributed-training-ina

A PS ML training architecture with p4 programmable switches.

distributed-machine-learning in-network-compute pytorch

Last synced: 26 Apr 2025

https://github.com/benedekrozemberczki/av_ultimate_student_hunt

Solution for the Ultimate Student Hunt Challenge (1st place).

analytics-vidhya-competition competition data-cleaning data-engineering data-engineering-pipeline distributed-machine-learning driven-data extreme-gradient-boosting forecasting gradient-boosting kaggle machine-learning r student-hunt supervised-learning weather-forecast winning-entry xgboost

Last synced: 20 Jun 2025

https://github.com/zxsimple/dmls

Distributed Machine Learning Studio

distributed-machine-learning drag-and-drop machine-learning machine-learning-platform

Last synced: 17 Jun 2025

https://github.com/benedekrozemberczki/NestedSubtreeHash

A distributed implementation of "Nested Subtree Hash Kernels for Large-Scale Graph Classification Over Streams" (ICDM 2012).

data-mining data-science deepwalk distributed-machine-learning feature-extraction gensim graph-classification graph-kernel graph-mining hashing large-scale-learning machine-learning multi-scale node2vec representation-learning streaming-data streaming-processing word2vec

Last synced: 27 Mar 2025

https://github.com/r-gg/flower-async

Implementation of asynchronous federated learning in flower.

asynchronous-federated-learning distributed-machine-learning federated-learning flower-framework online-learning

Last synced: 20 Nov 2024

https://github.com/amishidesai04/distributed-machine-learning

A lightweight, scalable system that demonstrates model and data parallelism in machine learning using Dask, PyTorch, and Flask. Features distributed CNN inference and linear regression training across multiple networked devices.

dask-distributed distributed-computing distributed-machine-learning flask machine-learning pytorch

Last synced: 18 Apr 2025

https://github.com/shakleen/citibike-demand-prediction

An End-to-End Machine Learning project where I predict demand of bikes at citibike stations at hourly level.

distributed-machine-learning mlflow spark time-series

Last synced: 06 Apr 2025

https://github.com/splithor1zon/federatedfitnessanalytics

Using a federated learning approach for privacy enablement in fitness tracking apps leveraging AI analytics.

distributed-machine-learning federated-learning fitness fitness-app fitness-tracker machine-learning privacy privacy-preserving

Last synced: 28 Mar 2025

https://github.com/marko19907/ml-assignments

Machine Learning assignments, Machine Learning (IE500618) course, fall 2022.

cifar100 confusion-matrix distributed-machine-learning ensamble-methods jyputer-notebook machine-learning mnist-dataset multilayer-perceptron-network mushroom-classification python resnet-50 transfer-learning

Last synced: 14 May 2025