# Automated end-to-end management of the modeling lifecycle in deep learning

> Research article (Empirical Software Engineering, 2021) · cited 28× · AI/ML

**Wikidata**: [openalex:W3129250023](https://www.wikidata.org/wiki/openalex:W3129250023)  
**Source**: https://4ort.xyz/entity/automated-end-to-end-management-of-the-modeling-lifecycle-in-deep-learning