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    10 repositories

    • constriction

      Public
      Entropy coders for research and production in Python and Rust.
      data-sciencemachine-learningcompressionpython-apicompression-methodsentropy-codingcompression-codecsentropy-modelsrust
      Rust
      •
      Apache License 2.0
      •6•83•2•1•Updated Nov 2, 2024Nov 2, 2024

    • bamler-lab.github.io

      Public
      Web page for the group.
      HTML
      •0•0•0•0•Updated Oct 15, 2024Oct 15, 2024

    • reading-group

      Public archive
      Reading Group of BamlerLab @ University of Tübingen
      1•3•0•0•Updated Oct 8, 2024Oct 8, 2024

    • understanding-ans

      Public
      Code examples and benchmarks from the paper "Understanding Entropy Coding With Asymmetric Numeral Systems (ANS): a Statistician's Perspective"
      Python
      •
      Boost Software License 1.0
      •2•8•0•0•Updated Aug 19, 2024Aug 19, 2024

    • gnn-mcm

      Public
      Code of "Balancing Molecular Information and Empirical Data in the Prediction of Physico-Chemical Properties"
      Python
      •
      MIT License
      •1•0•0•0•Updated Jun 13, 2024Jun 13, 2024

    • DAIS0

      Public
      Code of "Differentiable Annealed Importance Sampling Minimizes The Jensen-Shannon Divergence Between Initial and Target Distribution" (ICML'24)
      Python
      •
      MIT License
      •1•1•0•0•Updated May 24, 2024May 24, 2024

    • svhn-remix

      Public
      SVHN-Remix Dataset for our NeurIPS 2023 DistShift Workshop Paper: "The SVHN Dataset Is Deceptive for Probabilistic Generative Models Due to a Distribution Mismatch"
      HTML
      •1•1•0•0•Updated Nov 2, 2023Nov 2, 2023

    • DSMCS

      Public
      Code of "Resampling Gradients Vanish in Differentiable Sequential Monte Carlo Samplers" (TinyPaper@ICLR'23)
      Python
      •
      MIT License
      •1•1•0•0•Updated Jul 25, 2023Jul 25, 2023

    • HIT

      Public
      Code for our ICLR 2023 paper: Trading Information between Latents in Hierarchical Variational Autoencoders
      Python
      •
      MIT License
      •1•2•0•0•Updated Feb 10, 2023Feb 10, 2023

    • project-template

      Public template
      Skeleton directory structure for projects in Rob Bamler's lab.
      0•0•0•0•Updated Oct 6, 2021Oct 6, 2021