@dmlc

Distributed (Deep) Machine Learning Community

A Community of Awesome Distributed Machine Learning Projects

Pinned repositories

  1. 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++ 7.6k 2.8k

  2. 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++ 5.6k 3k

  3. nnvm

    Intermediate Computational Graph Representation for Deep Learning Systems

    C++ 613 86

  4. dmlc-core

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

    C++ 348 236

  5. ps-lite

    A lightweight parameter server interface

    C++ 272 166

  6. mxnet-notebooks

    Notebooks for MXNet

    Jupyter Notebook 189 79

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

    C++ 7,621 2,828 Updated Jan 16, 2017
  • keras

    Forked from fchollet/keras

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

    Python 3,715 Updated Jan 16, 2017
  • NumPy interface with mixed backend execution

    Python 213 39 Updated Jan 16, 2017
  • Python 30 4 Updated Jan 16, 2017
  • 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++ 5,627 2,973 Updated Jan 16, 2017
  • MXNet Julia Package - flexible and efficient deep learning in Julia

    Julia 189 41 Updated Jan 16, 2017
  • A common bricks library for building scalable and portable distributed machine learning.

    C++ 348 236 Updated Jan 13, 2017
  • CPP wrapper for MXNet interface

    C++ 62 60 Updated Jan 13, 2017
  • Notebooks for MXNet

    Jupyter Notebook 189 78 Updated Jan 13, 2017
  • Intermediate Computational Graph Representation for Deep Learning Systems

    C++ 613 86 Updated Jan 13, 2017
  • Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning

    C++ 631 333 Updated Jan 12, 2017
  • The repo to host all the web data including images for documents in dmlc projects.

    HTML 14 19 Updated Jan 9, 2017
  • the homepage http://dmlc.ml

    HTML 21 29 Updated Jan 7, 2017
  • A lightweight parameter server interface

    C++ 272 167 Updated Jan 2, 2017
  • Drat Repository for DMLC R packages

    HTML 4 5 Updated Dec 18, 2016
  • Pre-trained Models of DMLC Project

    116 47 Updated Dec 8, 2016
  • redirect mxnet.readthedocs.io to mxnet.io

    Python 2 Updated Dec 5, 2016
  • Reliable Allreduce and Broadcast Interface for distributed machine learning

    C++ 200 101 Updated Nov 24, 2016
  • Kernel Fusion and Runtime Compilation Based on NNVM

    C++ 12 3 Updated Nov 21, 2016
  • caffe

    Forked from BVLC/caffe

    Caffe: a fast open framework for deep learning.

    C++ 4 9,169 Updated Sep 30, 2016
  • Benchmark speed and other issues internally, before push to deep-mark

    Python 4 4 Updated Sep 26, 2016
  • XGBoost Julia Package

    Julia 64 33 Updated Sep 23, 2016
  • cache-friendly multithread matrix factorization

    C++ 66 26 Updated Jun 29, 2016
  • C++ 89 52 Updated Jun 23, 2016
  • Sublinear memory optimization for deep learning, reduce GPU memory cost to train deeper nets

    Python 107 18 Updated May 16, 2016
  • MXNet Tutorial for NVidia GTC 2016.

    Jupyter Notebook 109 39 Updated Apr 18, 2016
  • MXNet Example

    4 Updated Apr 6, 2016
  • Distributed Factorization Machines

    C++ 121 42 Updated Mar 24, 2016
  • 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++ 583 158 Updated Mar 15, 2016
  • Deprecated

    C++ 314 135 Updated Mar 11, 2016