Tools and Tutorials
Whether you came here with your own data or discovered a dataset among our data resources, this curated list of tools and tutorials can help you make the most of your data. A subset of useful information about each resource is included on this page, but more information (including links how to gain access to it) can be found by clicking on the resource's name.
|Probabilistic Models of Cognition||Tutorial||
Online textbook on building probabilistic models of cognition using probabilistic programming with executable code.
|Probabilistic Programming & Bayesian Methods for Hackers||Tutorial||
Introduction to probabilistic programming and Bayesian statistics, focusing more on computation and implementation than the mathematics
Platform for collecting behavioral data through Amazon Mechanical Turk. Full details below.
psiTurk is an open platform for doing science on Amazon Mechanical Turk. psiTurk... more
|R for Data Science||Tutorial||
Book on exploring, wrangling, basic programming, modeling, and visualizing data in R, including an emphasis on reproducibility and best practices. Aimed at this with some previous experience.
List of rOpenSci packages, “grouped by ones that acquire data, full-text of journal articles, altmetrics, data-publication, focus on scalable and reproduc[ible] computing, data visualization, or... more
An online resource for creating and sharing research created in R markdown format (coupled with RStudio)
|Software Carpentry: Lessons||List||
A list of tutorials on various programming topics, including basic programming in multiple languages and scientific computing
|R, MATLAB, Python|
|SpEDi: On-Line Speech Error and ToT Diary||Tool||
Crowdsourcing tool to collect data on speech errors and tip-of-the-tongue states in the wild.
Full details below.
Speech error and tip of the tongue diary for... more
|Statistics and R Tutorials||List||
List of tutorials on statistics (including a basic introduction to linear mixed-effects models) and programming in R
|Suggested Upper Merged Ontologies (SUMO)||Tool||
A tool to help cognitive scientists create cognitive ontologies.
Reed, S, K. and Pease, A. (2015). A framework for constructing cognition ontologies... more