@dmlc

Distributed (Deep) Machine Learning Community

A Community of Awesome Machine Learning Projects

Pinned repositories

  1. 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++ 13.2k 5.8k

  2. tvm

    Open deep learning compiler stack for cpu, gpu and specialized accelerators

    C++ 1.9k 412

  • NLP made easy

    Python 880 164 Apache-2.0 3 issues need help Updated Aug 19, 2018
  • Open deep learning compiler stack for cpu, gpu and specialized accelerators

    C++ 1,860 412 Apache-2.0 Updated Aug 19, 2018
  • 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++ 13,166 5,839 Updated Aug 19, 2018
  • Gluon CV Toolkit

    Python 764 123 Apache-2.0 Updated Aug 19, 2018
  • The repo to host all the web data including images for documents in dmlc projects.

    Jupyter Notebook 27 59 Apache-2.0 Updated Aug 17, 2018
  • A common bricks library for building scalable and portable distributed machine learning.

    C++ 570 385 Updated Aug 16, 2018
  • Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning

    C++ 904 411 Updated Aug 7, 2018
  • RFC for common in-memory tensor structure and operator interface for deep learning system

    C 175 20 Apache-2.0 Updated Aug 6, 2018
  • Symbolic Expression and Statement Module for new DSLs

    C++ 53 10 Updated Aug 6, 2018
  • model compiler for decision tree ensembles

    C++ 127 13 Apache-2.0 Updated Jul 7, 2018
  • the homepage http://dmlc.ml

    HTML 25 38 Updated Jul 4, 2018
  • Reliable Allreduce and Broadcast Interface for distributed machine learning

    C++ 307 141 BSD-3-Clause Updated Jul 5, 2018
  • A lightweight parameter server interface

    C++ 683 330 Apache-2.0 Updated Jun 23, 2018
  • Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on MXNet, Theano or TensorFlow.

    Python 123 12,275 Updated Jun 21, 2018
  • C++ 1,541 280 Apache-2.0 Updated May 30, 2018
  • Standalone TensorBoard for visualizing in deep learning

    Python 311 51 Apache-2.0 Updated Apr 26, 2018
  • MXNet Julia Package - flexible and efficient deep learning in Julia

    Julia 310 65 Apache-2.0 1 issue needs help Updated Apr 3, 2018
  • MXNetJS: Javascript Package for Deep Learning in Browser (without server)

    JavaScript 394 64 Apache-2.0 Updated Mar 27, 2018
  • NumPy interface with mixed backend execution

    Python 1,096 109 Updated Feb 19, 2018
  • Notebooks for MXNet

    Jupyter Notebook 588 311 Apache-2.0 Updated Jan 28, 2018
  • XGBoost Julia Package

    Julia 102 51 Updated Nov 23, 2017
  • nccl

    Forked from NVIDIA/nccl

    Optimized primitives for collective multi-GPU communication

    Cuda 1 193 Updated Sep 17, 2017
  • Drat Repository for DMLC R packages

    4 5 Apache-2.0 Updated Sep 13, 2017
  • Sublinear memory optimization for deep learning, reduce GPU memory cost to train deeper nets

    Python 206 38 Apache-2.0 Updated Aug 8, 2017
  • Cuda 6 2 BSD-3-Clause Updated Jul 31, 2017
  • Apache-2.0 Updated May 23, 2017
  • C++ interface for mxnet

    C++ 99 77 Updated Mar 22, 2017
  • wormhole Archived

    Deprecated

    C++ 322 139 Updated Mar 14, 2017
  • Benchmark speed and other issues internally, before push to deep-mark

    Python 7 7 Apache-2.0 Updated Feb 16, 2017
  • Pre-trained Models of DMLC Project

    240 71 Updated Dec 9, 2016