⚠️ Warning: As of late 2023, the ORES infrastructure is being deprecated by the WMF Machine Learning team, please check https://wikitech.wikimedia.org/wiki/ORES for more info.While the code in this repository may still work, it is unmaintained, and as such may break at any time. Special consideration should also be given to machine learning models seeing drift in quality of predictions.
The replacement for ORES and associated infrastructure is Lift Wing: https://wikitech.wikimedia.org/wiki/Machine_Learning/LiftWing
Some Revscoring models from ORES run on the Lift Wing infrastructure, but they are otherwise unsupported (no new training or code updates).
They can be downloaded from the links documented at: https://wikitech.wikimedia.org/wiki/Machine_Learning/LiftWing#Revscoring_models_(migrated_from_ORES)
In the long term, some or all these models may be replaced by newer models specifically tailored to be run on modern ML infrastructure like Lift Wing.
If you have any questions, contact the WMF Machine Learning team: https://wikitech.wikimedia.org/wiki/Machine_Learning
This library provides a set of utilities for building and maintaining edit quality prediction models for Wikipedia and other Wikimedia projects.
- Repository: https://github.com/wikimedia/editquality
- Documentation: https://editquality.readthedocs.io
- License: MIT
First, follow the installation instructions for revscoring.
At the command line:
pip install editquality
This should will install the library and CLI tool in your PATH. To check it out try invoking the CLI:
editquality -h
First, make sure you have python3, virtualenv, and git-lfs installed and configured on your system. Note that git-lfs will need you to run git lfs install once before it works.
You can clone the project repo and work from the root directory as follows:
git clone https://github.com/wikimedia/editquality.git
cd editquality
virtualenv -p python3 venv
source venv/bin/activate
python setup.py install
Now you can invoke the utility cli:
./utility -h
- Aaron Halfaker -- https://github.com/halfak
- Amir Sarabadani -- https://github.com/Ladsgroup