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followers: 124.0 following: 58.0 repos: 40.0 gists: 7.0

Name: Lukas Snoek

Type: User

Twitter: LukasSnoek

Location: Amsterdam

Blog: https://lukas-snoek.com

Hi!

I’m Lukas, a data scientist interested in time series analysis, machine learning, and bias/fairness. Before (2021-2023), I was a post-doctoral researcher at the University of Glasgow doing research on (artificial and human) face perception and (2015-2021) a PhD student at the University of Amsterdam.

📦 Software packages

🙃 medusa 4D face reconstruction and analysis
⏫ noiseceiling Noise ceiling estimation for machine learning models

📓 Teaching materials

📉 NI-edu A collection of neuroimaging-related course materials (course website)
🐍 introPy A two-week Python & PsychoPy course (course website)

🔬 Research studies

😄 Snoek, L. et al. (2023). Testing, explaining, and exploring models of facial expressions of emotions.
🧠 Snoek, L., Miletić, S., & Scholte, H. S. (2019). How to control for confounds in decoding analyses of neuroimaging data.
💞 Oosterwijk, S., Snoek, L. et al. (2017). Shared states: using MVPA to test neural overlap between self-focused emotion imagery and other-focused emotion understanding.

⭐ Misc

📈 tf-incremental-pca Tensorflow implementation of incremental PCA

Lukas Snoek's Projects

chumpy

danny-30

Danny is turning 30!

deep-gmf

Deep representations of a generative model of faces

docker-and-binder-workshop

Repository for the Docker+binder workshop given at OpenMR-Benelux 2020

example-repo-for-binder

Example repository to showcase Binder.

exampleproject

Example project for testing / documentation tutorial

feed-uva.github.io

Website

feed_behav_analyses

FEED behavioral modelling project

feed_pilot_rl_exp

Pilot RL experiment

floc

Functional localizer experiment used to define category-selective cortical regions

git_tutorial

Materials for git(hub) tutorial for Simon van Gaal's lab

hypothesis-kernel-analysis

Code for the "emotion theory kernel analysis" project.

icon2017

Repository for the ICON 2017 hackathon 'multivoxel pattern analysis (MVPA) of fMRI data in Python'

intropy

Materials for a 2 week Python course taught at the Research Master Psychology (University of Amsterdam)

lukassnoek

Github profile page

lukassnoek.github.io

Personal website.

morbidcuriosityfmri

Code related to fMRI study of MorbidCuriosity

msc_thesis

University of Amsterdam, research master psychology thesis

mvca

Code for simulations and empirical analyses for the article "How to control for confounds in decoding analyses of neuroimaging data"

neurodesign

Source code for pypi package neurodesign

ni-edu

Student version of NI-edu courses

ni-edu-data

Dataset for the NI-edu courses

nifti2gif

Simple script to transform 3D nifti files to fancy gifs

nilearn-stats-tutorial

Tutorial about the nistats package for fMRI analysis

nilearn-tutorial

Beginner Nilearn tutorial

noiseceiling

Noise ceiling estimation for machine learning models

penalty-killers

Code for 'Action intentions, predictive processing, and mind reading: Turning goalkeepers into penalty killers'

pybest

PYthon package for Beta ESTimation (of single-trial fMRI data)

python4mri

Introduction to Python for neuroimaging (MRI) analysis

random_notebooks

Notebooks with all kinds of things I wanted to figure out (here for archiving purposes/may be of use to others?)

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