Distributed (Deep) Machine Learning Community

@dmlc

A Community of Awesome Machine Learning Projects

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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++ 28.5k 8.9k
Python package built to ease deep learning on graph, on top of existing DL frameworks.

Python 14.3k 3.1k
common in-memory tensor structure

C++ 1.2k 164

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
9
Apache-2.0
3 5 5
Updated Jun 21, 2026
dlpack Public
common in-memory tensor structure

dmlc/dlpack’s past year of commit activity
treelite Public
Universal model exchange and serialization format for decision tree forests

dmlc/treelite’s past year of commit activity

C++
822
Apache-2.0
110 14 2
Updated Jun 15, 2026
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++
877
Apache-2.0
527 30 1
Updated Jun 15, 2026
tl2cgen Public
TL2cgen (TreeLite 2 C GENerator) is a model compiler for decision tree models

dmlc/tl2cgen’s past year of commit activity

C++
49
Apache-2.0
12 27 4
Updated May 25, 2026
dmlc/XGBoost.jl’s past year of commit activity
ps-lite Public
A lightweight parameter server interface

dmlc/ps-lite’s past year of commit activity
dmlc/dmlc.r-universe.dev’s past year of commit activity

1
0
0 0
Updated Feb 10, 2026
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

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