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@dmlc

Distributed (Deep) Machine Learning Community

A Community of Awesome Machine Learning Projects

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  1. xgboost Public

    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, Dask, Flink and DataFlow

    C++ 26.7k 8.8k

  2. gluon-cv Public

    Gluon CV Toolkit

    Python 5.9k 1.2k

  3. dgl Public

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

    Python 13.8k 3k

  4. gluon-nlp Public archive

    NLP made easy

    Python 2.6k 530

  5. dlpack Public

    common in-memory tensor structure

    C++ 963 142

Repositories

Showing 10 of 50 repositories
  • xgboost Public

    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, Dask, Flink and DataFlow

    C++ 26,721 Apache-2.0 8,754 382 (3 issues need help) 55 Updated Mar 20, 2025
  • xgboost-devops Public

    Host custom actions; keep track of manual approval requests for CI jobs.

    Shell 5 Apache-2.0 2 0 1 Updated Mar 19, 2025
  • dlpack Public

    common in-memory tensor structure

    C++ 963 Apache-2.0 142 26 1 Updated Mar 14, 2025
  • treelite Public

    Universal model exchange and serialization format for decision tree forests

    C++ 758 Apache-2.0 103 9 0 Updated Mar 12, 2025
  • tl2cgen Public

    TL2cgen (TreeLite 2 C GENerator) is a model compiler for decision tree models

    C++ 29 Apache-2.0 8 21 3 Updated Feb 19, 2025
  • dgl Public

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

    Python 13,781 Apache-2.0 3,041 435 (14 issues need help) 133 Updated Feb 11, 2025
  • XGBoost.jl Public

    XGBoost Julia Package

    Julia 290 109 25 5 Updated Nov 27, 2024
  • gluon-cv Public

    Gluon CV Toolkit

    Python 5,876 Apache-2.0 1,210 39 (1 issue needs help) 21 Updated Nov 25, 2024
  • decord Public

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

    C++ 2,060 Apache-2.0 172 184 (1 issue needs help) 9 Updated Jul 17, 2024
  • dmlc-core Public

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

    C++ 867 Apache-2.0 522 32 1 Updated Jun 14, 2024
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