scripts for the computational modelling workshop at FLUX 2021
☆17Oct 26, 2021Updated 4 years ago
Alternatives and similar repositories for 2021FluxCompModellingWorkshop
Users that are interested in 2021FluxCompModellingWorkshop are comparing it to the libraries listed below
Sorting:
- This folder contains all the material to be used in the FLUX 2021 Model-free and Model-based computational workshop☆18Sep 20, 2021Updated 4 years ago
- (Matlab) code for the probabilistic brain decoding algorithms "PRINCE" and "The Algorithm Formerly Known As Prince"☆21Mar 27, 2024Updated last year
- Repository for example Hierarchical Drift Diffusion Model (HDDM) code using JAGS in R. These scripts provide useful examples for using JA…☆13Oct 23, 2024Updated last year
- This is a R-based package for performing a range of delay discounting analyses and procedures.☆12Mar 23, 2023Updated 2 years ago
- A Python implementation of the VBA_groupBMC function from the VBA-toolbox by Lionel Rigoux.☆12Feb 15, 2023Updated 3 years ago
- Code and data for Feher da Silva, C., Hare, T.A. Humans primarily use model-based inference in the two-stage task. Nat Hum Behav (2020). …☆13Jul 25, 2023Updated 2 years ago
- Stan + cmdstanr recoding of Bayesian Cognitive Modeling☆12Jan 24, 2023Updated 3 years ago
- Latent variable network models☆15Jun 29, 2019Updated 6 years ago
- computational and brain/behavior modeling☆32Dec 14, 2025Updated 2 months ago
- ☆33Mar 21, 2022Updated 3 years ago
- Recipes for cognitive modeling using Stan [work in progress]☆13Sep 17, 2025Updated 5 months ago
- C++ Diffusion model toolset with Python and Matlab interfaces☆16Dec 14, 2020Updated 5 years ago
- Run adaptive decision making experiments☆16Nov 9, 2021Updated 4 years ago
- Paper repository for "Ordered Beta Regression" (Kubinec 2022). For R package ordbetareg, see Github repo www.github.com/saudiwin/ordbetar…☆16Jun 27, 2022Updated 3 years ago
- Ten simple rules for the computational modeling of behavioral data☆15Aug 17, 2022Updated 3 years ago
- The Mathematical Cognitive Neuroscience Toolbox (mcntoolbox). Code associated with the publication "How attention influences perceptual d…☆14Jan 27, 2021Updated 5 years ago
- Vincent, B. T. (2015) A tutorial on Bayesian models of Perception, Journal of Mathematical Psychology.☆14Oct 17, 2017Updated 8 years ago
- Toolbox enabling the model-free and model-based analysis of IGT data☆17Apr 5, 2022Updated 3 years ago
- ☆42Sep 1, 2021Updated 4 years ago
- Code accompanying "Likelihood Approximation Networks (LANs) for Fast Inference of Simulation Models in Cognitive Neuroscience"☆16Apr 30, 2021Updated 4 years ago
- CHaRTr: An R toolbox for modeling Choices and Response Times in decision-making tasks☆17Feb 15, 2022Updated 4 years ago
- ggdmc provides tools to conduct Bayesian inference on a range of choice response time models.☆19Oct 29, 2025Updated 4 months ago
- Hierarchical Bayesian estimation and hypothesis testing for delay discounting tasks☆24May 6, 2018Updated 7 years ago
- Code accompanying the manuscript: Van Baar, J., Chang, L., & Sanfey, A.G. (2019). The computational and neural substrates of moral strate…☆26Sep 29, 2022Updated 3 years ago
- A collection of different Drift Diffusion Models implemented in the probabilistic programming language Stan.☆47Jul 10, 2024Updated last year
- Course materials for Foundations of Computational Psychiatry graduate course☆23May 6, 2025Updated 9 months ago
- A collection of simple implementation of various inference methods☆50Sep 10, 2022Updated 3 years ago
- Code for the figures in the "Ten Simple Rules for Computational Modeling of Behavioral Data" paper.☆105Dec 9, 2019Updated 6 years ago
- Code for the paper "A Flexible Model of Working Memory" Bouchacourt and Buschman, 2019☆21Aug 12, 2019Updated 6 years ago
- An R software package to write, train, tune, test, and compare machine-learning models of cognition☆26Dec 2, 2022Updated 3 years ago
- Implementation of deep learning models in decoding fMRI/EEG data in a context of semantic processing☆26Aug 4, 2023Updated 2 years ago
- Repository for example Hierarchical Drift Diffusion Model (HDDM) code using JAGS in Python. These scripts provide useful examples for usi…☆30Mar 13, 2024Updated last year
- A Matlab package for Bayes Factor statistical analysis☆27Dec 16, 2025Updated 2 months ago
- Code for a seminar talk at University of Leicester, UK☆27Feb 25, 2021Updated 5 years ago
- Code and data for Zhang, Lengersdorff et al. (2020)☆25Aug 20, 2020Updated 5 years ago
- This repository contains all materials for the paper "Bayesian Item Response Modelling in R Using brms and Stan" by Paul Bürkner.☆31Feb 18, 2024Updated 2 years ago
- Bayesian Parameter Estimation (based on pystan) of reinforcement learning and sequential sampling models, and combinations of the two.☆32Nov 1, 2023Updated 2 years ago
- Supplementary scripts for Step-by-step active inference modelling tutorial☆126Oct 9, 2024Updated last year
- A primer on Hidden Markov Models using Stan. A Case Study submitted as a candidate for a contributed talk in StanCon 2018. Under review.☆31Feb 1, 2018Updated 8 years ago