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 702 115

  2. HugeCTR Public

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

    C++ 666 152

  3. Transformers4Rec Public

    Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation, available for both PyTorch and Tensorflow.

    Python 554 66

  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…

    Shell 258 47

  5. competitions Public

    Solutions to Recommender Systems competitions

    Jupyter Notebook 132 28

  6. models Public

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

    Python 65 14

Repositories

  • 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 702 Apache-2.0 115 187 (1 issue needs help) 17 Updated Jun 17, 2022
  • models Public

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

    Python 65 Apache-2.0 14 117 12 Updated Jun 17, 2022
  • HugeCTR Public

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

    C++ 666 Apache-2.0 152 29 13 Updated Jun 17, 2022
  • 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.

    Shell 258 Apache-2.0 47 90 4 Updated Jun 17, 2022
  • Transformers4Rec Public

    Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation, available for both PyTorch and Tensorflow.

    Python 554 Apache-2.0 66 69 (3 issues need help) 2 Updated Jun 17, 2022
  • core Public

    Core Utilities for NVIDIA Merlin

    Python 2 Apache-2.0 7 10 5 Updated Jun 17, 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 23 Apache-2.0 9 24 1 Updated Jun 17, 2022
  • .github Public
    0 0 0 0 Updated Jun 14, 2022
  • distributed-embeddings Public

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

    Python 8 Apache-2.0 1 0 0 Updated Jun 3, 2022
  • publications Public
    17 4 0 1 Updated Jun 1, 2022
View all repositories

Most used topics

Loading…