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distributed-ml

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Made-With-ML

GokuMohandas /Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

python data-science machine-learning natural-language-processing deep-learning pytorch data-engineering ray data-quality distributed-training mlops distributed-ml llms

UpdatedAug 18, 2024
Jupyter Notebook

superduper

superduper-io /superduper

Superduper: End-to-end framework for building custom AI applications and agents.

python data database ai mongodb chatbot ml transformers inference torch pytorch pretrained-models semantic-search rag mlops distributed-ml vector-search llmops llm-serving llm-inference

UpdatedJul 16, 2025
Python

mlops-course

GokuMohandas /mlops-course

Learn how to design, develop, deploy and iterate on production-grade ML applications.

python data-science machine-learning natural-language-processing deep-learning pytorch data-engineering ray data-quality mlops distributed-ml llms

UpdatedAug 16, 2024
Jupyter Notebook

mlinfra

mlinfra-io /mlinfra

deploy ML Infrastructure and MLOps tooling anywhere quickly and with best practices with a single command

python software-engineering ml-infrastructure platform-engineering mlops distributed-ml

UpdatedJan 28, 2025
Python

NErlNet

leondavi /NErlNet

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

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

UpdatedJul 6, 2025
Python

kungfu-team /tenplex

Dynamic resources changes for multi-dimensional parallelism training

distributed-ml dynamic-resources

UpdatedNov 11, 2024
Go

alexrenz /AdaPM

A fully adaptive, zero-tuning parameter manager that enables efficient distributed machine learning training

parameter-server distributed-training distributed-ml large-scale-machine-learning parameter-management

UpdatedFeb 23, 2023
C++

siddharthdivi /Unifying-Distillation-with-Personalization-in-Federated-Learning

Repository that contains the code for the paper titled, 'Unifying Distillation with Personalization in Federated Learning'.

deep-learning personalization federated-learning distributed-ml

UpdatedMay 31, 2021
Jupyter Notebook

DaveAldon /Distributed-ML-with-MLX

🍎👉🍏 Everything you need in order to get started building distributed machine learning with Apple's MLX

training machine-learning mpi tuning mistral mlx machine-learning-models fine distributed-ml mpi-parallelization mlx-library mistral-7b

UpdatedFeb 17, 2025
Python

jrcalgo /RelayRL-prototype

Unstable Single-Agent Distributed Reinforcement Learning Framework written in Rust & exported to Python

reinforcement-learning pytorch python-bindings client-server distributed-ml tch-rs

UpdatedJul 10, 2025
Rust

its-kunal /recommendation-systems

This project demonstrates how to build a recommendation system using Apache Spark for distributed data processing, Python for machine learning, and common data science libraries. It uses the Alternating Least Squares (ALS) algorithm for collaborative filtering.

python machine-learning spark apache-spark pyspark distributed-ml

UpdatedFeb 8, 2025
Python

XinYao1994 /caffe

Caffe: a fast open framework for deep learning. Caffe-pslite: run deep learning in a cluster with ps-lite (including SSP model)

ps-lite ssp-model distributed-ml

UpdatedOct 11, 2018
C++

cloud-and-smart-labs /akka-framework-for-dist-ml

Akka-based framework for distributed ML on fog

python java docker akka distributed-ml

UpdatedSep 21, 2022
Jupyter Notebook

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