doi/Su_et_al_2023_HuePrior: Datasets and codes of "A Bayesian observer model reveals a prior for natural daylights in hue perception"

Datasets and codes of "A Bayesian observer model reveals a prior for natural daylights in hue perception"

yannansoda 6bdfcc5b66 gin commit from red		1 anno fa
config	48a3208c03 gin commit from red	1 anno fa
data	48a3208c03 gin commit from red	1 anno fa
data_analysis	48a3208c03 gin commit from red	1 anno fa
exp	48a3208c03 gin commit from red	1 anno fa
project_documents	48a3208c03 gin commit from red	1 anno fa
LICENSE	48a3208c03 gin commit from red	1 anno fa
README.md	48a3208c03 gin commit from red	1 anno fa
datacite.yml	48a3208c03 gin commit from red	1 anno fa
isolum&uniquehue.ipynb	48a3208c03 gin commit from red	1 anno fa
modeling_analysis.ipynb	48a3208c03 gin commit from red	1 anno fa
plot_manuscript_figures.ipynb	48a3208c03 gin commit from red	1 anno fa
psychophysical_data_analysis.ipynb	48a3208c03 gin commit from red	1 anno fa
requirements.txt	48a3208c03 gin commit from red	1 anno fa

This repository contains the code and data for the manuscript "A Bayesian observer model reveals a prior for natural daylights in hue perception".

File structure

experiment directory 
│
|
└───config
|   |   par_a                 # directory for parameter files shared by subjects
|   |   par_s                 # directory for subjects' parameter files
│   |       └───s00           # directory for s00's parameter files
│   |   resources             # directory for monitor settings and calibration files
│   |   subjects              # directory for subjects' colorspace files
|   |   exp_config.yaml       # experiment config YAML
│   └───stim_set_demo.yaml    # documentation of paratmeter sets 
|
└───data
│   |   noise_data            # directory for data in pre-tests (noise level determination)
│   |   unique_hue            # directory for supplementray data in unique hue identification tests
|   └───all_sel_data.csv      # a csv pooling all subjects' data for analysis
|
└───exp                       # directory for scripts for experiments
|
|
└───data analysis             # directory for data analysis scripts and results
|   |   model_estimates_v2    # directory for modeling estimates
|   └───pf_estimates          # directory for psychometric function estimates

datacite.yml
Title	Perceptual variability, bias, and prior in hue perception
Authors	Su,Yannan;Faculty of Biology, Ludwig-Maximilians-Universität München, Munich, Germany;ORCID:0009-0007-7764-7039 Shi,Zhuanghua;Department of Psychology, Ludwig-Maximilians-Universität München, Munich, Germany;ORCID:0000-0003-2388-6695 Wachtler,Thomas;Faculty of Biology, Ludwig-Maximilians-Universität München, Munich, Germany;ORCID:0000-0003-2015-6590
Description	The dataset and codes for the manuscript A Bayesian observer model reveals a prior for natural daylights in hue perception.
License	Creative Commons Attribution 4.0 (https://creativecommons.org/licenses/by/4.0/)
References	Su, Y., Shi, Z., & Wachtler, T. (2023). A Bayesian observer model reveals a prior for natural daylights in hue perception. bioRxiv 2023.06.06.543889; doi: https://doi.org/10.1101/2023.06.06.543889 [bioRxiv:2023.06.06.543889] (IsSupplementTo)
Funding	DFG; RTG2175
Keywords	color vision hue perception natural daylights Bayesian perception perceptual prior neuroscience psychophysics
Resource Type	Dataset

README.md

File structure