Distributed (Deep) Machine Learning Community

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

Python 7,840 Apache-2.0 1,703 209 (9 issues need help) 57 Updated Aug 18, 2021
xgboost
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++ 21,442 Apache-2.0 8,116 250 (6 issues need help) 45 Updated Aug 17, 2021
XGBoost.jl
XGBoost Julia Package

Julia 191 101 9 2 Updated Aug 9, 2021
gluon-cv
Gluon CV Toolkit

Python 4,867 Apache-2.0 1,106 51 (1 issue needs help) 12 Updated Aug 6, 2021
ps-lite
A lightweight parameter server interface

C++ 1,270 Apache-2.0 498 57 19 Updated Jul 31, 2021
dmlc-core
A common bricks library for building scalable and portable distributed machine learning.

C++ 787 Apache-2.0 501 30 8 Updated Jul 28, 2021
treelite
model compiler for decision tree ensembles

C++ 513 Apache-2.0 70 13 3 Updated Jul 21, 2021
decord
An efficient video loader for deep learning with smart shuffling that's super easy to digest

C++ 706 Apache-2.0 55 54 (1 issue needs help) 3 Updated Jul 19, 2021
dlpack
RFC for common in-memory tensor structure and operator interface for deep learning system

C++ 443 Apache-2.0 83 12 2 Updated Jul 1, 2021
gluon-nlp
NLP made easy

Python 2,315 Apache-2.0 515 234 (32 issues need help) 29 Updated May 27, 2021

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