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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

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 683 111

  2. HugeCTR Public

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

    C++ 641 146

  3. Transformers4Rec Public

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

    Python 504 53

  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…

    HCL 219 40

  5. competitions Public

    Solutions to Recommender Systems competitions

    Jupyter Notebook 120 25

  6. models Public

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

    Python 51 11

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 683 Apache-2.0 111 176 (1 issue needs help) 18 Updated Apr 22, 2022
  • Transformers4Rec Public

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

    Python 504 Apache-2.0 53 62 (3 issues need help) 0 Updated Apr 22, 2022
  • core Public

    Core Utilities for NVIDIA Merlin

    Python 1 Apache-2.0 5 8 0 Updated Apr 22, 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 12 Apache-2.0 5 22 0 Updated Apr 22, 2022
  • models Public

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

    Python 51 Apache-2.0 11 92 10 Updated Apr 22, 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.

    HCL 219 Apache-2.0 40 57 2 Updated Apr 22, 2022
  • HugeCTR Public

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

    C++ 641 Apache-2.0 146 61 11 Updated Apr 22, 2022
  • distributed-embeddings Public

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

    Python 4 Apache-2.0 0 0 0 Updated Apr 14, 2022
  • nvtabular_triton_backend Public

    Triton Backend for NVTabular

    C++ 1 Apache-2.0 0 8 2 Updated Mar 2, 2022
  • publications Public
    16 4 0 0 Updated Nov 1, 2021
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