Distributed Machine Learning

TensorFlowOnSparkPython

Enables distributed TensorFlow training and inferencing on Apache Spark and Hadoop clusters with minimal code changes.

DMTK - Microsoft Distributed Machine Learning Tookit

A toolkit for distributed machine learning featuring parameter server framework, topic modeling, gradient boosting, and word embedding.

Veles - Samsung Distributed machine learning platformC++

A distributed platform for rapid deep learning application development with neural network engine and Hadoop integration.

Distributed Machine Learning PatternsPython

A book teaching practical patterns for building scalable and reliable distributed machine learning systems using Kubernetes, TensorFlow, Kubeflow, and Argo Workflows.