Welcome to chuchichaestli
Where you find all the state-of-the-art cooking utensils (salt, pepper, gradient descent... the usual).
Table Of Contents
chuchichaestli is a collection of model architectures and other
useful bits of code in use at the Centre for Artificial Intelligence's
Intelligent Vision Systems group (CAIIVS) at the University of Applied
Sciences Zurich (ZHAW). We use our models in research of various
topics from medical image artifact removal to astrophysics emulation
of galaxies.
Why should I use chuchichaestli?
Many machine learning projects introduce new code. While the code may
function as intended, it is sometimes developed with a primary focus on
rapid research publication, which can result in limited documentation and
reduced ease of reuse.
This project aims to address these challenges by providing well-structured
implementations of state-of-the-art architectures and utility tools designed
for reuse. The codebase of chuchichaestli is thoroughly "battle-tested"
and documented to the best of our ability.
Features
- Modern Python Toolkit 🐍: Dive into a codebase purely in Python, built with clarity and efficiency in mind.
- Easy Integration 🚀: Designed for plug-and-play usability, so you can quickly add chuchichaestli’s utilities to your own projects and experiments.
- State-of-the-Art Convenience 🌠: Stop searching for scattered snippets - get everything you need in one well-organized repository.
- Open Source Collaboration 🧪: Join the community of scientists and researchers. Share your own code and improvements - all contributions welcome!