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NVIDIA Merlin
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Contents
Introduction
Recommender System Guide
Recommender Models
Example Notebooks
Getting Started using the MovieLens Dataset
MovieLens Download and Convert
Feature Engineering with NVTabular
Training with HugeCTR
Getting Started MovieLens: Training with TensorFlow
Training with PyTorch
Serving the HugeCTR Model with Triton
Serve Recommendations from the TensorFlow Model
Deploying a Multi-Stage Recommender System
Building the Recommender System
Deploying the Recommender System with Triton
Merlin and AWS SageMaker
Training and Serving Merlin on AWS SageMaker
Scaling Large Datasets with Criteo
Criteo Download and Convert
Feature Engineering with NVTabular
Training with HugeCTR
Training with Merlin Models and TensorFlow
Deploy the HugeCTR Model with Triton
Deploy the TensorFlow Model with Triton
Merlin Containers
Merlin Support Matrix
Merlin HugeCTR Support Matrix
Merlin TensorFlow Support Matrix
Merlin PyTorch Support Matrix
Ecosystem
Core
Models
Systems
NVTabular
Transformers4Rec
Dataloader
HugeCTR
v: v23.09.00
Tags
v23.05.00
v23.06.00
v23.08.00
v23.09.00
v23.12.00
v24.06.00
Branches
main
stable
Index