Distributed (Deep) Machine Learning Community (original) (raw)

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A Community of Awesome Machine Learning Projects

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1. 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++ 27.7k 8.8k
2. Python package built to ease deep learning on graph, on top of existing DL frameworks.
   Python 14.2k 3.1k
3. common in-memory tensor structure
   C++ 1.1k 156

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Showing 10 of 51 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
  dmlc/xgboost’s past year of commit activity
• 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
  7
  Apache-2.0
  3 1 2
  Updated Dec 15, 2025
• 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++
  882
  Apache-2.0
  527 30 1
  Updated Dec 15, 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++
  42
  Apache-2.0
  10 26 4
  Updated Dec 15, 2025
• treelite Public
  Universal model exchange and serialization format for decision tree forests
  dmlc/treelite’s past year of commit activity
  C++
  799
  Apache-2.0
  105 10 1
  Updated Dec 15, 2025
• dlpack Public
  common in-memory tensor structure
  dmlc/dlpack’s past year of commit activity
• dmlc/dmlc.r-universe.dev’s past year of commit activity
  1
  0
  0 0
  Updated Sep 26, 2025
• dmlc/XGBoost.jl’s past year of commit activity
• 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
• dmlc/gluon-cv’s past year of commit activity

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