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@dmlc

Distributed (Deep) Machine Learning Community

A Community of Awesome Machine Learning Projects

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  1. xgboostxgboostPublic

    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-cvgluon-cvPublic

    Gluon CV Toolkit

    Python 5.9k 1.2k

  3. dgldglPublic

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

    Python 13.8k 3k

  4. gluon-nlpgluon-nlpPublic archive

    NLP made easy

    Python 2.6k 530

  5. dlpackdlpackPublic

    common in-memory tensor structure

    C++ 961 141

Repositories

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  • 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

    dmlc/xgboost’s past year of commit activity
    C++ 26,715Apache-2.0 8,755 380(3 issues need help) 57 UpdatedMar 20, 2025
  • xgboost-devops Public

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

    dmlc/xgboost-devops’s past year of commit activity
    Shell 5Apache-2.0 2 0 1 UpdatedMar 19, 2025
  • dlpack Public

    common in-memory tensor structure

    dmlc/dlpack’s past year of commit activity
    C++ 961Apache-2.0 141 26 1 UpdatedMar 14, 2025
  • treelite Public

    Universal model exchange and serialization format for decision tree forests

    dmlc/treelite’s past year of commit activity
    C++ 758Apache-2.0 103 9 0 UpdatedMar 12, 2025
  • tl2cgen Public

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

    dmlc/tl2cgen’s past year of commit activity
    C++ 29Apache-2.0 8 21 3 UpdatedFeb 19, 2025
  • dgl Public

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

    dmlc/dgl’s past year of commit activity
    Python 13,773Apache-2.0 3,041 435(14 issues need help) 133 UpdatedFeb 11, 2025
  • XGBoost.jl Public

    XGBoost Julia Package

    dmlc/XGBoost.jl’s past year of commit activity
    Julia 290 109 25 5 UpdatedNov 27, 2024
  • gluon-cv Public

    Gluon CV Toolkit

    dmlc/gluon-cv’s past year of commit activity
    Python 5,875Apache-2.0 1,210 39(1 issue needs help) 21 UpdatedNov 25, 2024
  • decord Public

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

    dmlc/decord’s past year of commit activity
    C++ 2,058Apache-2.0 172 184(1 issue needs help) 8 UpdatedJul 17, 2024
  • dmlc-core Public

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

    dmlc/dmlc-core’s past year of commit activity
    C++ 867Apache-2.0 521 32 1 UpdatedJun 14, 2024
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