Stars
OpenNeuro dataset - Modeling short visual events through the BOLD Moments video fMRI dataset and metadata.
Starter code for the BOLDMoments fMRI video dataset
This is a repo with links to everything you'd ever want to learn about data science
Software design principles for machine learning applications
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
The Places365-CNNs for Scene Classification
Feature extraction, dimensionality reduction, model benchmarking.
A jsPsych plugin for psychophysics
Google Drive Public File Downloader when Curl/Wget Fails
Resting state HRF estimation from BOLD-fMRI signal
BIDScoin converts your source-level neuroimaging data to BIDS
Code database for Fast Texform generation as proposed in the work of Deza, Chen, Long and Konkle (CCN 2019).
Official implementation of the paper "Estimation of continuous valence and arousal levels from faces in naturalistic conditions", Antoine Toisoul, Jean Kossaifi, Adrian Bulat, Georgios Tzimiropoulo…
A toolbox for accurate single-trial estimates in fMRI time-series data
We created a model to remove physiological noise in fast fMRI without external reference signals.
📊 EEG signal processing and machine learning in JavaScript
Calculates and provides information for quality check of functional MRI data. Documentation is available here:
Matlab code for performing image reconstruction in MRI and performing the NORDIC denoising
Matlab Wrapper of Surface-based Analysis. Custom Matlab functions for running analyses with FreeSurfer, CoSMoMVPA, HCP pipeline (and SamSrf)...
SHINE_color: MATLAB toolbox to control luminance of colorful images.
Host repository for The Turing Way: a how to guide for reproducible data science
Google Arts & Culture high quality image downloader
Python programs, usually short, of considerable difficulty, to perfect particular skills.
TAPAS - Translational Algorithms for Psychiatry-Advancing Science