Skip to content
@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

Popular repositories

  1. 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 797 121

  2. HugeCTR Public

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

    C++ 719 163

  3. Transformers4Rec Public

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

    Python 650 89

  4. 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 357 59

  5. competitions Public

    Solutions to Recommender Systems competitions

    Jupyter Notebook 154 35

  6. models Public

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

    Python 108 24

Repositories

  • 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 357 Apache-2.0 59 136 2 Updated Oct 23, 2022
  • core Public

    Core Utilities for NVIDIA Merlin

    Python 6 Apache-2.0 10 11 9 Updated Oct 23, 2022
  • models Public

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

    Python 108 Apache-2.0 24 137 13 Updated Oct 23, 2022
  • 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 797 Apache-2.0 121 184 (1 issue needs help) 18 Updated Oct 23, 2022
  • HugeCTR Public

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

    C++ 719 Apache-2.0 163 29 13 Updated Oct 23, 2022
  • 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 51 Apache-2.0 15 31 5 Updated Oct 23, 2022
  • Transformers4Rec Public

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

    Python 650 Apache-2.0 89 69 (3 issues need help) 3 Updated Oct 23, 2022
  • distributed-embeddings Public

    distributed-embeddings is a library for building large embedding based models in Tensorflow 2.

    Python 22 Apache-2.0 3 1 0 Updated Oct 13, 2022
  • publications Public
    Jupyter Notebook 51 8 1 0 Updated Sep 22, 2022
  • competitions Public

    Solutions to Recommender Systems competitions

    Jupyter Notebook 154 35 1 0 Updated Sep 13, 2022
View all repositories

Top languages

Loading…

Most used topics

Loading…