Originally published at: Introducing NVIDIA Merlin HugeCTR: A Training Framework Dedicated to Recommender Systems | NVIDIA Technical Blog
Click-through rate (CTR) estimation is one of the most critical components of modern recommender systems. As the volume of data and its complexity grow rapidly, the use of deep learning (DL) models to improve the quality of estimations has become widespread. They generally have greater expressive power than traditional machine learning (ML) approaches. Frequently evolving…