GetYourGuide Tech Blog
From trees to transformers: adopting deep learning for activity ranking
Summary
A technical deep dive into how GetYourGuide migrated its activity ranking system from tree-based models to transformer-based deep learning models, including the phased experimentation strategy, architecture insights, and lessons learned.
Theodore's Context
This article is part of Theodore Meynard's public writing on machine learning, ML platforms, ranking systems, experimentation, data engineering, and marketplace optimization. The canonical article is hosted by GetYourGuide Tech Blog; this local page provides discoverable context and points readers to the original source.