brendenlake/lab-cognition-perception

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brendenlake/lab-cognition-perception

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Jupyter book for lab in cognition and perception

omniglot

Omniglot data set for one-shot learning

BPL

Bayesian Program Learning model for one-shot learning

archive-CCM-site

NYU PSYCH-GA 3405.002 / DS-GS 3001.006 : Computational cognitive modeling

Jupyter Notebook

SCAN

Simple language-driven navigation tasks for studying compositional learning

MLC

Meta-Learning for Compositionality (MLC) for modeling human behavior

AAI-site

NYU PSYCH-GA 3405.001 / DS-GA 3001.014 : Advancing AI through cognitive science

visual-turing-tests

Javascript code for "visual Turing tests"

MLC-ML

Applying Behaviorally-Informed Meta-Learning (BIML) to machine learning benchmarks

structural-sparsity

Structure learning for sparse graphs with latent variables

meta_seq2seq

PyTorch code for meta seq2seq learning

CCM-site

Computational Cognitive Modeling (Spring 2024)

Jupyter Notebook

CC-site

Psych-GA.2207 Categories and Concepts

alcove

PyTorch implementation of ALCOVE

capture-tablet

Simple Python experiment to capture drawings on a tablet

recursive-concepts-task

Web experiments from paper "People infer recursive visual concepts from just a few examples"

transformer-phrase-sim

Running BERT and GPT2 on Gershman and Tenenbaum's Phrase similarity data

Jupyter Notebook