Open source projects by dmlc

dmlc/mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

☕C++   ★9799 stars   ⚠1695 open issues   ⚭82 contributors   ☯about 2 years old  

dmlc/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, Flink and DataFlow

☕C++   ★7226 stars   ⚠590 open issues   ⚭71 contributors   ☯over 3 years old  

dmlc/ps-lite

A lightweight parameter server interface

☕C++   ★349 stars   ⚠52 open issues   ⚭6 contributors   ☯about 2 years old  

dmlc/wormhole

Deprecated

☕C++   ★315 stars   ⚠15 open issues   ⚭15 contributors   ☯about 2 years old  

dmlc/MXNet.jl

MXNet Julia Package - flexible and efficient deep learning in Julia

☕Julia   ★222 stars   ⚠37 open issues   ⚭9 contributors   ☯over 1 year old  

dmlc/dmlc-core

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

☕C++   ★405 stars   ⚠33 open issues   ⚭22 contributors   ☯over 2 years old  

dmlc/difacto

Distributed Factorization Machines

☕C++   ★145 stars   ⚠8 open issues   ⚭1 contributors   ☯over 1 year old  

dmlc/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.

☕C++   ★605 stars   ⚠12 open issues   ⚭11 contributors   ☯over 2 years old  

dmlc/XGBoost.jl

XGBoost Julia Package

☕Julia   ★73 stars   ⚠7 open issues   ⚭6 contributors   ☯almost 3 years old  

dmlc/mshadow

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

☕C++   ★679 stars   ⚠28 open issues   ⚭20 contributors   ☯over 3 years old  

dmlc/parameter_server

moved to https://github.com/dmlc/ps-lite

☕C++   ★522 stars   ⚠17 open issues   ⚭8 contributors   ☯over 3 years old  

dmlc/cxxnet

move forward to https://github.com/dmlc/mxnet

☕C++   ★1016 stars   ⚠65 open issues   ⚭14 contributors   ☯over 3 years old  

dmlc/rabit

Reliable Allreduce and Broadcast Interface for distributed machine learning

☕C++   ★216 stars   ⚠9 open issues   ⚭9 contributors   ☯over 2 years old  

dmlc/mxnet.js

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

☕JavaScript   ★273 stars   ⚠6 open issues   ⚭4 contributors   ☯over 1 year old  

dmlc/minpy

NumPy interface with mixed backend execution

☕Python   ★963 stars   ⚠29 open issues   ⚭4 contributors   ☯over 1 year old  

dmlc/experimental-mf

cache-friendly multithread matrix factorization

☕C++   ★69 stars   ⚠0 open issues   ⚭2 contributors   ☯about 2 years old  

dmlc/mxnet-gtc-tutorial

MXNet Tutorial for NVidia GTC 2016.

☕Jupyter Notebook   ★119 stars   ⚠3 open issues   ⚭1 contributors   ☯about 1 year old  

dmlc/mxnet-memonger

Sublinear memory optimization for deep learning, reduce GPU memory cost to train deeper nets

☕Python   ★124 stars   ⚠2 open issues   ⚭1 contributors   ☯about 1 year old  

dmlc/MXNet.cpp

C++ interface for mxnet

☕C++   ★86 stars   ⚠14 open issues   ⚭5 contributors   ☯over 1 year old  

dmlc/nnvm

Intermediate Computational Graph Representation for Deep Learning Systems

☕C++   ★687 stars   ⚠2 open issues   ⚭6 contributors   ☯about 1 year old  

dmlc/mxnet-notebooks

Notebooks for MXNet

☕Jupyter Notebook   ★354 stars   ⚠26 open issues   ⚭6 contributors   ☯10 months old  

dmlc/tensorboard

Standalone TensorBoard for visualizing in deep learning

☕Python   ★109 stars   ⚠7 open issues   ⚭3 contributors   ☯7 months old