Project details for Lua MapReduce

Logo Lua MapReduce v0.3.5

by pakozm - November 14, 2014, 15:09:04 CET [ Project Homepage BibTeX Download ]

view ( today), download ( today ), 0 subscriptions

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:
  • Use of tuple in emit function.
  • Added tuple for in-mutable and interned values.
  • Silent fault tolerance when non reduce jobs.
  • Added error message when mixing not-string and string keys in persistent_table objects.
  • Updated persistent table to allow lock and unlock methods.
  • Solved compilation problems in Travis CI.
BibTeX Entry: Download
Supported Operating Systems: Linux, Mac Os X
Data Formats: Agnostic
Tags: Machine Learning, Mapreduce, Mongodb
Archive: download here

Comments

No one has posted any comments yet. Perhaps you'd like to be the first?

Leave a comment

You must be logged in to post comments.