#
distributed-machine-learning
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25 public repositories
matching this topic...
Distributed Bayesian Entity Resolution in Apache Spark
Updated
Apr 26, 2020
Scala
CSCE 585 - Machine Learning Systems
Atomo: Communication-efficient Learning via Atomic Sparsification
Updated
Dec 9, 2018
Python
Materials for "Machine Learning on Big Data" course
Updated
Jun 16, 2020
Jupyter Notebook
A distributed implementation of "Nested Subtree Hash Kernels for Large-Scale Graph Classification Over Streams" (ICDM 2012).
Updated
Jun 1, 2020
Python
vector quantization for stochastic gradient descent .
Updated
May 12, 2020
Python
Distributed Machine Learning Studio
Updated
Feb 13, 2018
Scala
Harmony: A new scheduling framework that executes multiple Parameter-Server (PS) Machine Learning (ML) training jobs efficiently to improve cluster resource utilization.
Updated
Mar 17, 2019
Java
DDLS is a parameter server based Distributed Deep Learning Studio for training deep learning models on Big Data with a numbers of machines and deploying high-performance online model service
Solution for the Ultimate Student Hunt Challenge (1st place).
Java based Convolutional Neural Network package running on Apache Spark framework
Updated
Jan 14, 2017
Java
Torch Automatic Distributed Neural Network (TorchAD-NN) training library. Built on top of TorchMPI, this module automatically parallelizes neural network training.
😂 Distributed optimizer implemented with TensorFlow MPI operation
Updated
Mar 28, 2019
Python
CS 744 (Fall 2019): Big Data Systems @ UW-Madison
Updated
Jun 6, 2020
Python
A collection of hand-made distributed (except for 1) machine learning architectures
Updated
Oct 15, 2019
Python
Distributed Neural Networks Training
Updated
Nov 22, 2019
Python
A lightweight community-aware heterogeneous parameter server paradigm.
distributed sgd implementation with tensorflow and mpi4py.
Updated
Jan 20, 2019
Python
This repo includes a TF estimator implemented in Amazon SageMaker, distributed over 2 nodes.
Updated
Jul 15, 2019
Jupyter Notebook
Ring Allreduce implmentation in Spark with Barrier Scheduling experiment
Updated
Jan 20, 2020
Scala
Simulation of distributed SVM
Updated
Jun 24, 2018
Jupyter Notebook
Java based Convolutional Neural Network package running on Apache Spark framework
Updated
Jan 14, 2017
Java
Updated
Jun 4, 2020
Python
Hierarchical Distributed Stream Miner: A Distributed Data Mining Approach to Classifying Heterogeneous Data Streams
Updated
Dec 21, 2018
Jupyter Notebook
Updated
Apr 2, 2020
Python
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