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@acerbilab

acerbilab

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

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

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

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  1. pyvbmc pyvbmc Public

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

    Python 116 7

  2. pybads pybads Public

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

    Python 70 2

  3. vbmc vbmc Public

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

    MATLAB 221 41

  4. bads bads Public

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

    MATLAB 246 38

  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

Repositories

Showing 10 of 14 repositories
  • pyvbmc Public

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

    acerbilab/pyvbmc’s past year of commit activity
    Python 116 BSD-3-Clause 7 1 2 Updated Dec 1, 2024
  • handbook Public

    Lab handbook.

    acerbilab/handbook’s past year of commit activity
    TeX 0 Apache-2.0 1 0 0 Updated Nov 13, 2024
  • amortized-conditioning-engine Public

    Amortized Probabilistic Conditioning for Optimization, Simulation and Inference (Chang et al., 2024)

    acerbilab/amortized-conditioning-engine’s past year of commit activity
    Jupyter Notebook 6 Apache-2.0 0 0 0 Updated Oct 22, 2024
  • gpyreg Public

    Lightweight Gaussian process regression package in Python.

    acerbilab/gpyreg’s past year of commit activity
    Python 2 BSD-3-Clause 0 1 0 Updated Sep 5, 2024
  • pybads Public

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

    acerbilab/pybads’s past year of commit activity
    Python 70 BSD-3-Clause 2 1 0 Updated Jun 29, 2024
  • vsbq Public
    acerbilab/vsbq’s past year of commit activity
    Python 0 0 0 0 Updated Jun 18, 2024
  • relational-neural-processes Public

    Practical Equivariances via Relational Conditional Neural Processes (Huang et al., NeurIPS 2023)

    acerbilab/relational-neural-processes’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Nov 13, 2023
  • ibs Public

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

    acerbilab/ibs’s past year of commit activity
    MATLAB 32 MIT 3 0 0 Updated Jun 25, 2023
  • info Public

    Useful information for members of the lab.

    acerbilab/info’s past year of commit activity
    0 MIT 0 0 0 Updated Jun 11, 2023
  • pyibs Public

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

    acerbilab/pyibs’s past year of commit activity
    Jupyter Notebook 3 BSD-3-Clause 0 0 0 Updated Jun 5, 2023
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