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@acerbilab

acerbilab

Machine and Human Intelligence Research Group - University of Helsinki
README.md

Machine and Human Intelligence Group

Official GitHub page of the Machine and Human Intelligence Group at the University of Helsinki.

🚀 Software: Please find below our popular software for statistical model fitting (BADS, VBMC, ...) and other work from the lab.

📚 Publications: All papers in LLM-friendly Markdown format available here.

💬 Community: Using our software? Post questions, comments, and applications in our Discussions forum!

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  1. pyvbmc pyvbmc Public

    PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python

    Python 118 7

  2. pybads pybads Public

    PyBADS: Bayesian Adaptive Direct Search optimization algorithm for model fitting in Python

    Python 73 3

  3. vbmc vbmc Public

    Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB

    MATLAB 224 42

  4. bads bads Public

    Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB

    MATLAB 254 39

  5. ibs ibs Public

    Inverse binomial sampling for efficient log-likelihood estimation of simulator models in MATLAB

    MATLAB 32 3

  6. pyibs pyibs Public

    Inverse binomial sampling for efficient log-likelihood estimation of simulator models in Python

    Jupyter Notebook 3

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