Distributed (Deep) Machine Learning Community (dmlc)

Distributed (Deep) Machine Learning Community

dmlc

Geek Repo

A Community of Awesome Machine Learning Projects

Github PK Tool:Github PK Tool

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++License:Apache-2.0Stargazers:22640Issues:932Issues:4391

dgl

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

Language:PythonLicense:Apache-2.0Stargazers:9619Issues:173Issues:1466

gluon-cv

Gluon CV Toolkit

Language:PythonLicense:Apache-2.0Stargazers:5194Issues:154Issues:803

gluon-nlp

NLP made easy

Language:PythonLicense:Apache-2.0Stargazers:2415Issues:103Issues:528
Language:C++License:Apache-2.0Stargazers:1639Issues:143Issues:0

ps-lite

A lightweight parameter server interface

Language:C++License:Apache-2.0Stargazers:1356Issues:88Issues:88

minpy

NumPy interface with mixed backend execution

Language:PythonLicense:NOASSERTIONStargazers:1117Issues:65Issues:96

mshadow

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

Language:C++License:NOASSERTIONStargazers:1076Issues:106Issues:89

decord

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

Language:C++License:Apache-2.0Stargazers:898Issues:26Issues:162

dmlc-core

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

Language:C++License:Apache-2.0Stargazers:807Issues:126Issues: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++License:NOASSERTIONStargazers:677Issues:105Issues:37

mxnet-notebooks

Notebooks for MXNet

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:621Issues:54Issues:33

treelite

model compiler for decision tree ensembles

Language:C++License:Apache-2.0Stargazers:590Issues:40Issues:166

dlpack

common in-memory tensor structure

Language:PythonLicense:Apache-2.0Stargazers:568Issues:47Issues:44

rabit

Reliable Allreduce and Broadcast Interface for distributed machine learning

Language:C++License:BSD-3-ClauseStargazers:491Issues:65Issues:54

mxnet.js

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

Language:JavaScriptLicense:Apache-2.0Stargazers:440Issues:0Issues:0

MXNet.jl

MXNet Julia Package - flexible and efficient deep learning in Julia

tensorboard

Standalone TensorBoard for visualizing in deep learning

Language:PythonLicense:Apache-2.0Stargazers:367Issues:25Issues:34

mxnet-model-gallery

Pre-trained Models of DMLC Project

XGBoost.jl

XGBoost Julia Package

Language:JuliaLicense:NOASSERTIONStargazers:215Issues:24Issues:62

HalideIR

Symbolic Expression and Statement Module for new DSLs

Language:C++License:NOASSERTIONStargazers:187Issues:46Issues:8

keras

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

Language:PythonLicense:NOASSERTIONStargazers:127Issues:25Issues:31

GNNLens2

Visualization tool for Graph Neural Networks

Language:TypeScriptLicense:Apache-2.0Stargazers:115Issues:11Issues:5

web-data

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

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:72Issues:65Issues:6

numpy-ml

Machine learning, in numpy

Language:PythonLicense:GPL-3.0Stargazers:3Issues:1Issues:0

nccl

Optimized primitives for collective multi-GPU communication

Language:CudaLicense:NOASSERTIONStargazers:2Issues:16Issues:0

ccache

ccache – a fast compiler cache

Language:C++License:NOASSERTIONStargazers:1Issues:1Issues:0