The librec-auto project aims to automate recommender system experimens using LibRec.
Project description
Librec-auto
Purpose
The librec-auto project aims to automate recommender system experimens using Librec.
Workflow
The workflow of an experiment 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
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
librec-auto-0.1.13.tar.gz
(4.0 MB
view hashes)
Built Distribution
Close
Hashes for librec_auto-0.1.13-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5022f8f6bbe87a906e8ae87403386ec0d5e49247b5a758e8df5bac661350165e |
|
MD5 | e75df0ecb2887e9ef6e21b7b2297d660 |
|
BLAKE2b-256 | f1831cf11548a312a4e8d8682d578da87f9160a803c6ce30b4e92d080d8588c2 |