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  1. stick-breaking_dgms stick-breaking_dgms Public

    Deep Generative Models with Stick-Breaking Priors

    Python 94 19

  2. paper_summaries paper_summaries Public

    Summaries and minimal implementations of ML / statistics research articles.

    Jupyter Notebook 38 4

  3. mixture_density_VAEs mixture_density_VAEs Public

    Variational Autoencoders with Gaussian Mixture Latent Space

    Python 36 12

  4. dropout_icml2019 dropout_icml2019 Public

    Code to reproduce the experiments reported in "Dropout as a Structured Shrinkage Prior" [Nalisnick et al., ICML 2019]

    Python 8 5

  5. blog_sandbox blog_sandbox Public

    Various demo scripts

    Jupyter Notebook 5 5

  6. mixture_of_skew_t mixture_of_skew_t Public

    Implementation of EM for a Mixture of Skew (Multivariate) Student-t Distributions

    Python 4 3