Clara Rastelli 's repositories
kinestheticCuriosity
code for the paper "Hunters, busybodies, and the knowledge network building associated with deprivation curiosity"
most-common-words-multilingual
🏆 • 5050 most frequent words in 109 languages
spaceTreasureRLTask
An adaptation of the 2-stage task built in pygame
banditexperiment
Bandit experiment for Computational Cognitive Science Class
chakin
Simple downloader for pre-trained word vectors
DALLE2-pytorch
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
divergent-association-task
The Divergent Association Task is a brief measure of creativity
fmri-analysis-course
Materials from fMRI data analysis course for cognitive science students.
gridsearch
Wu, C. M., Schulz, E., Speekenbrink, M., Nelson, J. D., & Meder, B. (2018). Generalization guides human exploration in vast decision spaces. Nature Human Behaviour. 2, 915–924. https://doi.org/10.1038/s41562-018-0467-4
materials_for_P0010.5
Experimental resources for P0010.5
mbrl-lib
Library for Model Based RL
note_analysis_2stage_tasks
Code for the simulations discussed in the paper "A note on the analysis of two-stage task results: how changes in task structure affect what model-free and model-based strategies predict about the effects of reward and transition on the stay probability" by C. Feher da Silva and Todd A. Hare.
prednet
Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"
wordfreq
Access a database of word frequencies, in various natural languages.
youtube
Contains Notebook for my youtube channel videos