This is a small collection of tools, tips and tricks that I have found useful over the years. I hope you find them useful too. Some of the stuff is by myself, but most is just collections of links to other people's work. Entries that mainly contain my own code/ideas have the tag 'original'.

How pre-commit Will Make Your (Coding) Life Easier

Python Linters Pre-commit GitLab-CI

In this post I will briefly explain what pre-commit is and show you my configuration for python projects.

03 November 2023

Profiling CUDA With the mdml-tools Profiler

Python PyTorch PyTorch Lightning Original

Tutorial on how to use the mdml-tools profiler to profile your CUDA code and display the results in tensorboard.

27 September 2023

Better Terminal Layout

Windows Zsh Oh My Zsh WSL Linux Spaceship Nerd Font TMUX

Collection of tools to have a prettier and more functional terminal.

03 July 2022

Uploading Code to PyPi

Python PyPi

Tutorial on how to upload a python package to PyPi.

15 March 2022

Using Custom Color Maps in Matplotlib and Seaborn

Python Matplotlib Seaborn Original

A short tutorial on how to use custom color maps in matplotlib and seaborn.

21 January 2022

Neuromatch Academy

Python PyTorch Deep Learning Summer School

A short review of the Neuromatch Academy.

21 August 2021

Creating a SSH config for Port Forwarding and Proxy Jumps

SSH Linux

Tutorial on how to create a SSH config file that does easy port forwarding even with proxy jumps.

31 July 2021

My Sphinx Setup

Python Documentation Sphinx

Soon to come: My workflow for documenting my Python projects with Sphinx and automatically building and hosting the documentation on GitHub (or GitLab).

25 May 2021

Two Python Async Use Cases

Python asyncio

Demo on (a) how asycio can be used to download many small files and (b) how they can be extracted.

18 November 2019