The librec-auto project aims to automate recommender system experimens using LibRec.

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Project description

Librec-auto

Purpose

The librec-auto project aims to automate recommender system studies using Librec.

Workflow

The workflow of an study involves identifying appropriate data, creating training / test splits, implementing or choosing algorithms, running experiments (possibly with a range of different parameters), and reporting on the results.

Configuration

Librec-auto uses an XML-based configuration system similar to Maven or Ant.

Project structure

This directory contains the Python libraries for the librec_auto module. There are two other affiliated respositories:

  • librec-auto-java: Contains the java source for the wrapper between LibRec () and librec-auto, which is implemented in the jar file: auto.jar.
  • librec-auto-sample: Contains sample data and configuration files that can be used to explore the functionality of librec-auto

top-level

  • /jar
    • Contains the jar files for LibRec and the wrapper.
  • /rules
    • Contains the rules for translating configuration data to LibRec properties format.
  • /librec_auto
    • Contains the Python code for the project.
  • /doc
    • Contains documentation for the project
  • /test
    • Contains the unit tests (not many right now)

Project details

Verified details

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Avatar for mmansoury from gravatar.com mmansoury

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Release history Release notifications | RSS feed

0.2.13

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This version

0.1.28

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