@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++ 13.1k 5.8k

  2. tvm

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

    C++ 1.8k 407

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

    C++ 1,826 407 Apache-2.0 Updated Aug 14, 2018
  • NLP made easy

    Python 871 161 Apache-2.0 4 issues need help Updated Aug 14, 2018
  • Gluon CV Toolkit

    Python 760 119 Apache-2.0 Updated Aug 14, 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++ 13,125 5,820 Updated Aug 14, 2018
  • A common bricks library for building scalable and portable distributed machine learning.

    C++ 569 385 Updated Aug 13, 2018
  • The repo to host all the web data including images for documents in dmlc projects.

    Jupyter Notebook 27 58 Apache-2.0 Updated Aug 10, 2018
  • Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning

    C++ 900 409 Updated Aug 7, 2018
  • RFC for common in-memory tensor structure and operator interface for deep learning system

    C 173 20 Apache-2.0 Updated Aug 7, 2018
  • Symbolic Expression and Statement Module for new DSLs

    C++ 52 10 Updated Aug 6, 2018
  • model compiler for decision tree ensembles

    C++ 126 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++ 306 141 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 122 12,226 Updated Jun 22, 2018
  • C++ 1,540 280 Apache-2.0 Updated May 29, 2018
  • Standalone TensorBoard for visualizing in deep learning

    Python 310 51 Apache-2.0 Updated Apr 27, 2018
  • MXNet Julia Package - flexible and efficient deep learning in Julia

    Julia 309 65 Apache-2.0 1 issue needs help Updated Apr 3, 2018
  • MXNetJS: Javascript Package for Deep Learning in Browser (without server)

    JavaScript 393 64 Apache-2.0 Updated Mar 26, 2018
  • NumPy interface with mixed backend execution

    Python 1,094 109 Updated Feb 20, 2018
  • Notebooks for MXNet

    Jupyter Notebook 586 309 Apache-2.0 Updated Jan 29, 2018
  • XGBoost Julia Package

    Julia 103 51 Updated Nov 23, 2017
  • nccl

    Forked from NVIDIA/nccl

    Optimized primitives for collective multi-GPU communication

    Cuda 1 161 Updated Sep 17, 2017
  • Drat Repository for DMLC R packages

    4 5 Apache-2.0 Updated Sep 14, 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 24, 2017
  • C++ interface for mxnet

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

    Deprecated

    C++ 322 139 Updated Mar 15, 2017
  • Benchmark speed and other issues internally, before push to deep-mark

    Python 7 6 Apache-2.0 Updated Feb 17, 2017
  • Pre-trained Models of DMLC Project

    240 71 Updated Dec 9, 2016