Project details for Lua MapReduce

Logo Lua MapReduce v0.3.4

by pakozm - June 23, 2014, 11:20:59 CET [ Project Homepage BibTeX Download ]

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Description:

Lua-MapReduce framework implemented in Lua using luamongo driver and MongoDB as storage. It follows Iterative MapReduce for training of Machine Learning statistical models. Documentation stills almost inexistent, but two examples are provided:

  • WordCount task (MapReduce example)
  • April-ANN toolkit digits classification task (Iterative MapReduce example)
Changes to previous version:
  • Solved bug in reduce when num_reducers > 10
  • Added Travis CI compilation.
  • Improved efficiency of reduce merge using a heap queue.
BibTeX Entry: Download
URL: Project Homepage
Supported Operating Systems: Linux, Mac Os X
Data Formats: Agnostic
Tags: Machine Learning, Mapreduce, Mongodb
Archive: download here

Other available revisons

Version Changelog Date
v0.3.4
  • Solved bug in reduce when num_reducers > 10
  • Added Travis CI compilation.
  • Improved efficiency of reduce merge using a heap queue.
June 23, 2014, 11:20:59
v0.3.3
  • Added Travis CI compilation.
  • Improved efficiency of reduce merge using a heap queue.
June 22, 2014, 19:26:50
v0.3.2

Initial Announcement on mloss.org.

May 30, 2014, 13:08:13

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