The Machine Learning Team, developing machine learning (artificial-intelligence) services for Wikimedia sites.
We maintain:
- ORES - API for hosting prediction models for publicly
- revscoring - Model for constructing reusable scoring models
- Wikilabels - Turns human judgement into training data
- Jade - (archived) A general auditing and judgement storage system
- ORES-Support-Checklist Checklist for keeping track of ORES support
- Lift-Wing ML model deployment system
- Pilot-Flag Community based labeling MediaWiki extension
- Test-Grounds MediaWiki extension for model sandboxing and community ground-truthing.
Types of models:
- editquality-modeling
- edittypes-modeling
- articlequality-modeling
- draftquality-modeling
- drafttopic-modeling
File new tasks on our board: Machine-Learning-Team and tag to approportiate sub-project.
See also:
- ORES API: https://ores.wikimedia.org
- ORES usage metrics: https://grafana.wikimedia.org/dashboard/db/ores
- ORES usage information: https://mediawiki.org/wiki/ORES
- ORES deployment information: https://wikitech.wikimedia.org/wiki/ORES
- Wikilabels API and UI: https://labels.wmflabs.org
- Wikilabels usage information: https://meta.wikimedia.org/wiki/Wiki_labels
- Our team Mediawiki.org: https://www.mediawiki.org/wiki/Machine_Learning
- IRC channel: #wikimedia-ml on irc.libera.chat.