Distributed (Deep) Machine Learning Community

Repositories

• gluon-nlp

  NLP made easy

  nlp machine-learning natural-language-processing deep-learning mxnet gluon gluonnlp
  Python Apache-2.0 474 2,061 199 (30 issues need help) 24 Updated Jul 11, 2020

• 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

  distributed-systems machine-learning xgboost gbdt gbm gbrt
  C++ Apache-2.0 7,606 19,386 232 45 Updated Jul 11, 2020

• dgl

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

  deep-learning graph-neural-networks
  Python Apache-2.0 967 5,196 124 (7 issues need help) 36 Updated Jul 11, 2020

• gluon-cv

  Gluon CV Toolkit

  machine-learning computer-vision deep-learning neural-network mxnet gan image-classification
  Python Apache-2.0 933 4,028 308 (1 issue needs help) 17 Updated Jul 10, 2020

• ps-lite

  A lightweight parameter server interface
  C++ Apache-2.0 440 1,119 56 18 Updated Jul 7, 2020

• decord

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

  video-loader
  C++ Apache-2.0 20 310 15 1 Updated Jul 7, 2020

• XGBoost.jl

  XGBoost Julia Package
  Julia 90 161 7 1 Updated Jul 6, 2020

• web-data

  The repo to host all the web data including images for documents in dmlc projects.
  Jupyter Notebook Apache-2.0 129 55 4 3 Updated Jul 3, 2020

• dlpack

  RFC for common in-memory tensor structure and operator interface for deep learning system

  deep-learning operator tensor
  C Apache-2.0 56 310 8 0 Updated Jul 1, 2020

• dmlc-core

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

  dmlc
  C++ Apache-2.0 478 741 24 5 Updated Jun 29, 2020

• gluon-nlp-notebooks
  0 0 0 0 Updated Jun 29, 2020

• rabit

  Reliable Allreduce and Broadcast Interface for distributed machine learning
  C++ BSD-3-Clause 174 445 11 5 Updated Jun 28, 2020

• treelite

  model compiler for decision tree ensembles
  C++ Apache-2.0 56 391 29 0 Updated Jun 23, 2020

• HalideIR

  Symbolic Expression and Statement Module for new DSLs
  C++ 48 162 2 0 Updated Apr 2, 2020

• tensorboard Archived

  Standalone TensorBoard for visualizing in deep learning

  visualization mxnet tensorboard
  Python Apache-2.0 57 360 16 5 Updated Mar 24, 2020

• ccache

  Forked from ccache/ccache

  ccache – a fast compiler cache
  C++ 267 0 0 0 Updated Mar 16, 2020

• xgboost-bench
  Python 0 2 3 0 Updated Dec 19, 2019

• dmlc.github.io
  HTML 39 28 1 1 Updated Oct 15, 2019

• numpy-ml

  Forked from ddbourgin/numpy-ml

  Machine learning, in numpy
  Python GPL-3.0 2,506 1 0 0 Updated Sep 11, 2019

• mshadow Archived

  Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning
  C++ 433 1,039 38 20 Updated Aug 4, 2019

• MXNet.jl

  MXNet Julia Package - flexible and efficient deep learning in Julia
  64 366 40 (1 issue needs help) 5 Updated Jul 19, 2019

• minerva Archived

  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++ 172 671 9 2 Updated Nov 1, 2018

• nnvm Archived

  deep-learning deployment metal optimization opencl cuda computation-graph
  C++ Apache-2.0 289 1,626 1 0 Updated Sep 11, 2018

• keras

  Forked from keras-team/keras

  Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on MXNet, Theano or TensorFlow.
  Python 18,427 127 19 4 Updated Sep 6, 2018

• mxnet.js

  MXNetJS: Javascript Package for Deep Learning in Browser (without server)
  JavaScript Apache-2.0 65 426 7 1 Updated Mar 27, 2018

• minpy Archived

  NumPy interface with mixed backend execution
  Python 113 1,124 26 2 Updated Feb 19, 2018

• mxnet-notebooks

  Notebooks for MXNet
  Jupyter Notebook Apache-2.0 337 629 25 13 Updated Jan 28, 2018

• nccl

  Forked from NVIDIA/nccl

  Optimized primitives for collective multi-GPU communication
  Cuda 345 2 0 0 Updated Sep 17, 2017

• drat

  Drat Repository for DMLC R packages
  Apache-2.0 6 4 0 0 Updated Sep 14, 2017

• mxnet-memonger

  Sublinear memory optimization for deep learning, reduce GPU memory cost to train deeper nets
  Python Apache-2.0 55 291 6 1 Updated Aug 8, 2017