Maureen

Maureen is a distributed machine learning/data mining library for Python. It is built on top of the mrjob library which provides a MapReduce framework in Python.

Maureen means "star of the sea" in Gaelic.

Maureen is currently in pre-release development.

Goals for the 0.1 release:

• install not difficult -done
• one ML algo working on a distributed system

Feature Request List

• Recommendation engines

  • binary ratings - done
  • numerical ratings
  • performance metrics

• Clustering

  • Canopy Clustering
  • LDA

• Graph Analysis

  • graph partitioning

• Classification

  • SVM
  • Naive Bayes

• Adapters to common datasets

  • Movie Lens
  • Reuters-21578 corpus
  • Wikipedia snapshot
  • US Census

• Search

  • Lucene style index needed for LDA

Installation

>python setup.py install