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optimviz
Visualize optimization algorithms in MATLAB.bamb2022-model-fitting
Tutorials on statistical model fitting (optimization, Bayesian inference) for Day 2 of BAMB! 2022.workshop-nyu-2019
Introductory workshop to modeling and model fitting in cognitive and computational neurosciencevbgmm
Variational Gaussian mixture model for MATLAB.workshop-bristol-2019
Introductory workshop to modeling and model fitting in psychophysics and neurosciencepsybayes
Bayesian adaptive stimulus placement of psychometric function for MATLAB.visvest-causinf
Bayesian comparison of causal inference strategies in multisensory heading perceptioninfbench
Benchmark of posterior and model inference algorithms for (moderately) expensive likelihoods.bads
Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB (old location)ChangeProb
Human Online Adaptation to Changes in Prior Probabilitylautils-mat
Luigi Acerbi's utility functions for MATLAB.neurobench
Benchmark of derivative-free optimization algorithms applied to models in cognitive and neural science.eissample
Ensemble (inversion) slice sampling: a robust, self-tuning MCMC method for posterior inference.tics-2020-tutorial
Tutorial on computational modeling and statistical model fitting part of the *Trends in Computational Neuroscience* graduate course of the University of Geneva (2020).mexxer
Template/interface generator for C code from MATLAB functions.multiESS
Multivariate effective sample size (mESS) of Markov chain in MATLAB.padova2022-bayes
Tutorial on Bayesian model fitting with PyVBMC.marglike
Computation of the marginal likelihood from MCMC outputgofit
Compute absolute goodness of fit via entropy estimationnyu2023-bayes
Tutorial on Bayesian model fitting with (Py)VBMC.ModelWork
MATLAB suite for model building and model fitting.vbmc
Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB (old location)ibl-2020-tutorial
Tutorial on computational modeling and statistical model fitting part of the IBL Computational Neuroscience course (2020).gplite
Lite Gaussian process regression toolboxcosmo-2017-tutorial
Tutorial on optimization and model fitting held at the CoSMo 2017 summer school.intro-modeling-psych-2018
Materials for an intro workshop to modeling and model fitting in psychophysics and neurosciencebayescausinf-models
Models of visuo-vestibular Bayesian causal inferencecosmo-2018-tutorial
Tutorial on optimization and model fitting held at the CoSMo 2018 summer school.compstats-files
Repository of utility files for the Computational Statistics course.Love Open Source and this site? Check out how you can help us