Brenden Lake

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

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

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

visual-turing-tests. Javascript code for "visual Turing tests"

CCM-site. Computational Cognitive Modeling (Spring 2024)

structural-sparsity. Structure learning for sparse graphs with latent variables

meta_seq2seq. PyTorch code for meta seq2seq learning

CC-site. Psych-GA.2207 Categories and Concepts

alcove. PyTorch implementation of ALCOVE

lab-cognition-perception. Jupyter book for lab in cognition and perception

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