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