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Open-source Software to Model Cognition and Behavior using Machine-learning
Data scientist in Basel
3015
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Topic

Software

Machine-learning software helps answering questions about cognition

Setup

UniBas

Part of the University of Basel research in Economic Psychology

Design

R, C++

Realized in R-Statistics, R6 classes, and C++

Open-source Software to Model Cognition and Behavior using Machine-learning

A user-friendly collection of machine-learning models for learning, behavior, and decision-making.

I’ve developed software to model human cognition: learning, deciding, and thinking. The software is an open-source R library to create, fit, test, and compare computational cognitive models based on machine-learning principles. It integrates over ten common algorithms of the human mind and can be extended easily. I have written the modeling syntax as user-friendly as possible. The package is in use and has been used in several publications.

View the Project Page, read the scientific paper in CogSci, and find the code on GitHub.

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