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-thedress

This repository contains data published in Lafer-Sousa, R., & Conway, B. R. (2017). #thedress: Categorical perception of an ambiguous color image. Journal of Vision; Lafer-Sousa, R., Hermann, K., L., & Conway, R., B. (2015). Striking Individual Differences in Color Perception Uncovered by 'the Dress' Photograph. Current Biology 25, R1–R2

abstract-reasoning-matrices

Progressive matrices dataset, as described in: Measuring abstract reasoning in neural networks (Barrett*, Hill*, Santoro*, Morcos, Lillicrap), ICML2018

ai-resources

Selection of resources to learn Artificial Intelligence / Machine Learning / Statistical Inference / Deep Learning / Reinforcement Learning

algorithms

Minimal examples of data structures and algorithms in Python

anipose

🐜🐀🐒🚶 A full system for robust 3D markerless tracking

autohmm

Hidden Markov Models (HMMs) with tied states and autoregressive observations

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

bayesian-analysis-recipes

A collection of Bayesian data analysis recipes using PyMC3

bayeslmmtutorial

Tutorial files to accompany Sorensen, Hohenstein, and Vasishth paper: http://www.ling.uni-potsdam.de/~vasishth/statistics/BayesLMMs.html

bayesreg

Tutorial slides on bayesian regression models

big-learning-made-easy

Notes for DeepInsight

bmms

Bayesian Modular and Multiscale Regression

brew

🍺 The Homebrew package manager

brms

brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

broom

Convert statistical analysis objects from R into tidy format

caffe

Caffe: a fast open framework for deep learning.

ccm-site

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

computervision

computervision-1

This repository contains a selection of standard Computer Vision algorithms (Matlab) such as object recognition, filtering and basic image processing.

computervsion

contrastive-predictive-coding

Keras implementation of Representation Learning with Contrastive Predictive Coding

cosip

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

creatability-components

Web components for making creative tools more accessible.

dalimeeting.github.io

3rd-5th April, Lanzarote, Canary Islands

dans2019-ccslab

DANS (Data Analysis in Neuroscience at SNU) 2019 by CCS Lab

darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

deep-bottleneck

Repository of the Study Project "Understanding learning in deep neural networks with the help of information theory"