Brenden Lake (@brendenlake)
github

brendenlake

Twitter logo Share LinkedIn logo Share Facebook logo Share

Top repositories

1

omniglot

Omniglot data set for one-shot learning
MATLAB
1,326
star
2

BPL

Bayesian Program Learning model for one-shot learning
MATLAB
968
star
3

archive-CCM-site

NYU PSYCH-GA 3405.002 / DS-GS 3001.006 : Computational cognitive modeling
Jupyter Notebook
202
star
4

SCAN

Simple language-driven navigation tasks for studying compositional learning
175
star
5

AAI-site

NYU PSYCH-GA 3405.001 / DS-GA 3001.014 : Advancing AI through cognitive science
129
star
6

MLC

Meta-Learning for Compositionality (MLC) for modeling human behavior
Python
118
star
7

visual-turing-tests

Javascript code for "visual Turing tests"
JavaScript
50
star
8

MLC-ML

Applying Behaviorally-Informed Meta-Learning (BIML) to machine learning benchmarks
Python
46
star
9

structural-sparsity

Structure learning for sparse graphs with latent variables
MATLAB
45
star
10

meta_seq2seq

PyTorch code for meta seq2seq learning
43
star
11

CC-site

Psych-GA.2207 Categories and Concepts
Python
15
star
12

CCM-site

Computational Cognitive Modeling (Spring 2024)
Jupyter Notebook
13
star
13

alcove

PyTorch implementation of ALCOVE
Python
8
star
14

lab-cognition-perception

Jupyter book for lab in cognition and perception
Jupyter Notebook
8
star
15

capture-tablet

Simple Python experiment to capture drawings on a tablet
Python
4
star
16

recursive-concepts-task

Web experiments from paper "People infer recursive visual concepts from just a few examples"
JavaScript
3
star
17

transformer-phrase-sim

Running BERT and GPT2 on Gershman and Tenenbaum's Phrase similarity data
Jupyter Notebook
1
star