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@NVIDIA-Merlin

NVIDIA-Merlin

Merlin is a framework providing end-to-end GPU-accelerated recommender systems, from feature engineering to deep learning training and deploying to production

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  1. Transformers4Rec Transformers4Rec Public

    Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.

    Python 1.2k 149

  2. NVTabular NVTabular Public

    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.

    Python 1.1k 143

  3. HugeCTR HugeCTR Public

    HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training

    C++ 1k 205

  4. Merlin Merlin Public

    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 i…

    Python 843 123

  5. dataloader dataloader Public

    The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX

    Python 421 26

  6. models models Public

    Merlin Models is a collection of deep learning recommender system model reference implementations

    Python 285 52

Repositories

Showing 10 of 15 repositories
  • HierarchicalKV Public

    HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of HierarchicalKV is to store key-value feature-embeddings on high-bandwidth memory (HBM) of GPUs and in host memory. It also can be used as a generic key-value storage.

    Cuda 163 Apache-2.0 29 10 6 Updated Aug 8, 2025
  • Transformers4Rec Public

    Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.

    Python 1,196 Apache-2.0 149 90 (3 issues need help) 6 Updated Jun 27, 2025
  • publications Public
    Jupyter Notebook 63 10 2 0 Updated Jun 3, 2025
  • HugeCTR Public

    HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training

    C++ 1,022 Apache-2.0 205 25 6 Updated Mar 23, 2025
  • .github Public
    Shell 0 0 0 1 Updated Feb 10, 2025
  • Merlin Public

    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.

    Python 843 Apache-2.0 123 201 16 Updated Dec 5, 2024
  • NVTabular Public

    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.

    Python 1,095 Apache-2.0 143 197 (1 issue needs help) 10 Updated Sep 3, 2024
  • nvtabular_triton_backend Public

    Triton Backend for NVTabular

    C++ 3 Apache-2.0 3 10 0 Updated Aug 9, 2024
  • core Public

    Core Utilities for NVIDIA Merlin

    Python 19 Apache-2.0 14 20 9 Updated Jul 26, 2024
  • systems Public

    Merlin 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.

    Python 94 Apache-2.0 29 31 6 Updated Jun 11, 2024

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