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  1. RQ-VAE-Recommender RQ-VAE-Recommender Public

    [Pytorch] Generative retrieval model using semantic IDs from "Recommender Systems with Generative Retrieval"

    Python 819 114

  2. RecTokens RecTokens Public

    [Pytorch] Efficient tokenization for recommendations and generative retrieval. Inspired by STATIC decoding from "Vectorizing the Trie"

    Python 7 1

  3. Gaussian-Mixture-VAE Gaussian-Mixture-VAE Public

    [Pytorch] Minimal implementation of a Variational Autoencoder (VAE) with Categorical Latent variables inspired from "Categorical Reparameterization with Gumbel-Softmax".

    Python 7 2

  4. rq-kmeans rq-kmeans Public

    [Pytorch, Triton] GPU-optimized implementation of kmeans algorithms and RQKmeans vector quantization.

    Python 7

  5. zig_zag_sampling_dormancy zig_zag_sampling_dormancy Public

    C++ repo for the poster "Zig-zag sampling for genealogies with dormancy".

    C++

  6. upriyam-cmu/EDGE-Rec upriyam-cmu/EDGE-Rec Public

    Python 3