Distributed (Deep) Machine Learning Community

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

Python 7,994 Apache-2.0 1,740 233 (9 issues need help) 53 Updated Sep 12, 2021
dmlc-core
A common bricks library for building scalable and portable distributed machine learning.

C++ 794 Apache-2.0 503 30 9 Updated Sep 12, 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++ 21,546 Apache-2.0 8,140 254 (6 issues need help) 52 Updated Sep 12, 2021
gluon-nlp
NLP made easy

Python 2,323 Apache-2.0 518 231 (31 issues need help) 29 Updated Aug 24, 2021
XGBoost.jl
XGBoost Julia Package

Julia 195 101 9 2 Updated Aug 9, 2021
gluon-cv
Gluon CV Toolkit

Python 4,894 Apache-2.0 1,107 49 (1 issue needs help) 12 Updated Aug 6, 2021
ps-lite
A lightweight parameter server interface

C++ 1,282 Apache-2.0 501 57 19 Updated Jul 31, 2021
treelite
model compiler for decision tree ensembles

C++ 521 Apache-2.0 72 13 3 Updated Jul 21, 2021
decord
An efficient video loader for deep learning with smart shuffling that's super easy to digest

C++ 724 Apache-2.0 56 57 (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++ 453 Apache-2.0 84 11 2 Updated Jul 1, 2021

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