Curated tools and links used or relied on mostly while at university and during post-doctoral research. For software Nick has authored, see the Projects page.

Werkzeuge und Werkzeugkasten

Personal website tools

• This site is built with Hugo Blox (and was previously built with jemdoc, a tool for creating clean, simple-to-maintain websites).
• See the create_pubs.py script — a tool to scrape publications from Google Scholar via a Tor service.

Statistics and Machine Learning

• IC toolbox — model-order selection for high-dimensional, low-sample-support correlated data.
• SVM toolbox — support vector machine implementation in C, Python, and Matlab, by Chih-Jen Lin.
• EEG NN and Gait NN — example uses of convolutional neural networks on EEG and gait datasets.

Optimization

• OR-Tools — open-source package for solving various operations-research-related optimization problems.
• TSP solver — a simple module and some Jupyter notebooks for playing with simulated Traveling Salesman problems.
• MISTWF toolbox — Matlab minimum increment space-time water-filling algorithm and test bed.

Filtering and Estimation

• EKF/UKF Kalman filtering toolbox — Matlab filtering toolbox, visualization, and various dynamic models, by Simo Särkkä and Jouni Hartikainen.

Miscellanea

• An Introduction to LaTeX Typesetting
• R.I.P.
• What research looks like
• Research interests
• Teaching certainties
• Whoever enters loses
• Math strips

Shortcut References

• Essential shortcuts for VIM
• Screen shortcuts