Jana B Jarecki (PhD)'s repositories
Cognitivemodels
An R software package to write, train, tune, test, and compare machine-learning models of cognition
summer-school-computational-mathematical-modeling-of-cognition
Material of the European Summer School on Computational and Mathematical Modeling of Cognition
cognitiveutils
Utility functions for cognitive psychologists
project-template
Project Template for Research
A-framework-for-building-cognitive-process-models
A conceptual framework for developing formal models of cognitive processes and a systematic review of 116 cognitive models
cogsci2016
R package for creating a reproducible CogSci submission
Naive-and-robust-class-conditional-independence-in-human-classification-learning
A new Bayesian model, DISC-LM, that adapts the naive Bayes assumption of class-conditional feature independence to efficiently learn new categories
Psychometric-testing-platform-human-cognition-probabilistic-decisions
Production code for adaptive behavioral choice studies on human cognition in probabilistic situations (aka decisions under risk).
Risk-preferences-and-risk-perception-affect-the-acceptance-of-digital-contact-tracing
A Bayesian feature-selection model identifying barriers to digital health device adoption during Covid-19. Proposal for strategies to increase uptake
The-influence-of-sample-size-on-preferences-from-experience
A comparison between Bayesian and heuristic machine-learning models that learn probability information from experience under uncertainty.
janajarecki.github.io
Data Science Project Portfolio
perceptual-similarity-mostly-ignores-within-category-feature-distributions
Github repository for Seitz, Jarecki, and Rieskamp
reveal.js
The HTML Presentation Framework
RSFT-goals-experience-experiment
Experimental paradigm in otree
testing-three-coping-strategies-for-time-pressure-in-categorizations-and-similarity-judgments
Seitz, von Helversen, Albrecht, Rieskamp, and Jarecki