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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 1.1k 148

  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 1k 143

  3. HugeCTR HugeCTR Public

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

    C++ 948 200

  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 767 118

  5. dataloader dataloader Public

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

    Python 407 25

  6. models models Public

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

    Python 262 50

Repositories

Showing 10 of 15 repositories
  • Transformers4Rec Public

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

    NVIDIA-Merlin/Transformers4Rec’s past year of commit activity
    Python 1,117 Apache-2.0 148 86 (3 issues need help) 5 Updated Oct 8, 2024
  • HugeCTR Public

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

    NVIDIA-Merlin/HugeCTR’s past year of commit activity
    C++ 948 Apache-2.0 200 23 5 Updated Sep 22, 2024
  • NVIDIA-Merlin/publications’s past year of commit activity
    Jupyter Notebook 61 9 1 0 Updated Sep 6, 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.

    NVIDIA-Merlin/NVTabular’s past year of commit activity
    Python 1,047 Apache-2.0 143 193 (1 issue needs help) 10 Updated Sep 3, 2024
  • 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.

    NVIDIA-Merlin/HierarchicalKV’s past year of commit activity
    Cuda 131 Apache-2.0 25 5 7 Updated Aug 25, 2024
  • nvtabular_triton_backend Public

    Triton Backend for NVTabular

    NVIDIA-Merlin/nvtabular_triton_backend’s past year of commit activity
    C++ 2 Apache-2.0 3 10 0 Updated Aug 9, 2024
  • .github Public
    NVIDIA-Merlin/.github’s past year of commit activity
    Shell 0 0 0 1 Updated Aug 9, 2024
  • 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.

    NVIDIA-Merlin/Merlin’s past year of commit activity
    Python 767 Apache-2.0 118 196 16 Updated Jul 28, 2024
  • core Public

    Core Utilities for NVIDIA Merlin

    NVIDIA-Merlin/core’s past year of commit activity
    Python 19 Apache-2.0 14 18 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.

    NVIDIA-Merlin/systems’s past year of commit activity
    Python 90 Apache-2.0 30 29 6 Updated Jun 11, 2024