Multi-modal Example Notebooks

The multi-modal data example uses several notebooks to demonstrate how to use of multi-modal data (text and images) to provide movie recommendations based on the MovieLens 25M dataset.

• Training Recommender Systems on Multi-modal Data

• MovieLens-25M: Download and Convert

• MovieLens Data Enrichment

• Movie Poster Feature Extraction with ResNet

• Movie Synopsis Feature Extraction with Bart text summarization

• Creating Multi-Modal Movie Feature Store

• Feature Engineering with NVTabular

• Training HugeCTR Model with Pre-trained Embeddings