Resources

This is a collection of presentations, blog posts and documentation around NVIDIA Merlin (NVTabular and HugeCTR).

Talks

Part 6: "AI for Every Company" | GTC Keynote Oct 2020 Oct 5th, 2020
A Deep Dive into the NVIDIA Merlin Recommendation Framework | GTC Session Oct 2020 Oct 6th, 2020
Merlin: A GPU Accelerated Recommendation Framework | KDD 2020 Aug 2020 Aug 22nd, 2020
NVTabular: GPU Accelerated ETL for Recommender Systems | GTC Session May 2020 May 15th, 2020
HugeCTR: High-Performance Click-Through Rate Estimation Training | GTC Session May 2020 May 15th, 2020

We frequently post updates on our blog and on the NVIDIA Developer News.

Some highlights:

Why isn’t your recommender system training faster on GPU? (And what can you do about it?) Dec 3rd, 2020
Democratizing Deep Learning Recommenders Resources Dec 3rd, 2020
NVIDIA Merlin Deepens Commitment to Deep Learning Recommenders with Latest Beta Update, Nov 23rd, 2020
NVIDIA Merlin Powers Fastest Commercially Available Solution for Recommender Systems Training, Oct 6th, 2020
Announcing the NVIDIA NVTabular Open Beta with Multi-GPU Support and New Data Loaders Oct 5th, 2020
Accelerating Recommender Systems Training with NVIDIA Merlin Open Beta Oct 5th, 2020
Better Predictions at Scale with Merlin Aug 20th, 2020
Developer Blog: Introducing NVIDIA Merlin HugeCTR July 28th, 2020
Scalable Recommender Systems with NVTabular- A Fast Tabular Data Loading and Transformation Library Jul 23rd, 2020
Introducing NVIDIA Merlin HugeCTR: A Training Framework Dedicated to Recommender Systems July 21st, 2020