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rabit: Robust Allreduce and Broadcast Interface

rabit is a light weight library designed to provide fault tolerant interface of Allreduce and Broadcast.

Contributors: https://github.com/tqchen/rabit/graphs/contributors

Design Goal

  • rabit should run fast
  • rabit is light weight
  • rabit dig safe burrows to avoid disasters
Description
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
Readme 33 MiB
Languages
C++ 45.5%
Python 20.3%
Cuda 15.2%
R 6.8%
Scala 6.4%
Other 5.6%