Distributed (Deep) Machine Learning Community

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++ 21,887 Apache-2.0 8,232 251 (6 issues need help) 53 Updated Nov 24, 2021
dgl Public
Python package built to ease deep learning on graph, on top of existing DL frameworks.

Python 8,466 Apache-2.0 1,884 269 (10 issues need help) 64 Updated Nov 23, 2021
dlpack Public
common in-memory tensor structure

Python 486 Apache-2.0 92 11 2 Updated Nov 15, 2021
gluon-cv Public
Gluon CV Toolkit

Python 4,980 Apache-2.0 1,121 54 (1 issue needs help) 12 Updated Nov 14, 2021
dmlc-core Public
A common bricks library for building scalable and portable distributed machine learning.

C++ 796 Apache-2.0 501 30 6 Updated Nov 10, 2021
treelite Public
model compiler for decision tree ensembles

C++ 542 Apache-2.0 79 15 1 Updated Nov 3, 2021
GNNLens2 Public
Visualization tool for Graph Neural Networks

TypeScript 55 Apache-2.0 7 0 0 Updated Oct 17, 2021
gluon-nlp Public
NLP made easy

Python 2,345 Apache-2.0 521 231 (31 issues need help) 30 Updated Oct 12, 2021
XGBoost.jl Public
XGBoost Julia Package

Julia 200 104 10 2 Updated Aug 9, 2021
ps-lite Public
A lightweight parameter server interface

C++ 1,294 Apache-2.0 509 58 18 Updated Jul 31, 2021

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