Distributed (Deep) Machine Learning Community

dmlc

A Community of Awesome Machine Learning Projects

ezoic increase your site revenue

Distributed (Deep) Machine Learning Community's repositories

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Language:C++Apache-2.022640 932 4391

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

Language:PythonApache-2.09619 173 1466

gluon-cv

Gluon CV Toolkit

Language:PythonApache-2.05194 154 803

gluon-nlp

NLP made easy

Language:PythonApache-2.02415 103 528

nnvm

Language:C++Apache-2.01639 1430

ps-lite

A lightweight parameter server interface

Language:C++Apache-2.01356 88 88

minpy

NumPy interface with mixed backend execution

Language:PythonNOASSERTION1117 65 96

mshadow

Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning

Language:C++NOASSERTION1076 106 89

decord

An efficient video loader for deep learning with smart shuffling that's super easy to digest

Language:C++Apache-2.0898 26 162

dmlc-core

A common bricks library for building scalable and portable distributed machine learning.

Language:C++Apache-2.0807 126 138

minerva

Minerva: a fast and flexible tool for deep learning on multi-GPU. It provides ndarray programming interface, just like Numpy. Python bindings and C++ bindings are both available. The resulting code can be run on CPU or GPU. Multi-GPU support is very easy.

Language:C++NOASSERTION677 105 37

mxnet-notebooks

Notebooks for MXNet

Language:Jupyter NotebookApache-2.0621 54 33

treelite

model compiler for decision tree ensembles

Language:C++Apache-2.0590 40 166

dlpack

common in-memory tensor structure

Language:PythonApache-2.0568 47 44

rabit

Reliable Allreduce and Broadcast Interface for distributed machine learning

Language:C++BSD-3-Clause491 65 54

mxnet.js

MXNetJS: Javascript Package for Deep Learning in Browser (without server)

Language:JavaScriptApache-2.044000

MXNet.jl

MXNet Julia Package - flexible and efficient deep learning in Julia

tensorboard

Standalone TensorBoard for visualizing in deep learning

Language:PythonApache-2.0367 25 34

mxnet-model-gallery

Pre-trained Models of DMLC Project

NOASSERTION267 36 30

XGBoost.jl

XGBoost Julia Package

Language:JuliaNOASSERTION215 24 62

HalideIR

Symbolic Expression and Statement Module for new DSLs

Language:C++NOASSERTION187 46 8

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on MXNet, Theano or TensorFlow.

Language:PythonNOASSERTION127 25 31

GNNLens2

Visualization tool for Graph Neural Networks

Language:TypeScriptApache-2.0115 11 5

web-data

The repo to host all the web data including images for documents in dmlc projects.

Language:Jupyter NotebookApache-2.072 65 6

dmlc.github.io

Language:HTML28 24 5

xgboost-bench

Language:Python4 14 3

numpy-ml

Machine learning, in numpy

Language:PythonGPL-3.03 10

nccl

Optimized primitives for collective multi-GPU communication

Language:CudaNOASSERTION2 160

ccache

ccache – a fast compiler cache

Language:C++NOASSERTION1 10

gluon-nlp-notebooks