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- NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocessing to training deep learning models and running inference in production.
systems
PublicMerlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature stores, nearest neighbor search, and exploration strategies) into end-to-end recommendation pipelines that can be served with Triton Inference Server.core
PublicTransformers4Rec
PublicTransformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.- NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.
models
PublicMerlin Models is a collection of deep learning recommender system model reference implementationsdataloader
PublicThe merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAXdistributed-embeddings
Publicgcp-ml-ops
Public