mloss | Projects authored by tianyi zhou.

Rabit 0.1.0

by crowwork - January 21, 2015, 18:48:46 CET [ ] 7066 views, 2838 downloads, 0 subscriptions

About: rabit (Reliable Allreduce and Broadcast Interface) is a light weight library that provides a fault tolerant interface of Allreduce and Broadcast for portable , scalable and reliable distributed machine learning programs. Rabit programs can run on various platforms such as Hadoop, MPI and no installation is needed. Rabit now support kmeans clustering, and distributed xgboost: an extremely efficient disrtibuted boosted tree(GBDT) toolkit.

Changes:

Initial Announcement on mloss.org.

Authors: Tianqi Chen, Ignacio Cano, Tianyi Zhou
License: Apache 2.0
Programming Language: C++, Python

Operating System: Agnostic
Data Formats: Agnostic
Tags: Large Scale Learning, Data Mining, Distributed Ml

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Rabit 0.1.0