I just had fun making this Colab notebook which explains how to build a sound synthesizer from scratch in Python. You can play with it now at:
colab.research.google.com/github/agero...

It covers sound generation, melodies, sound effects like echo, panning, low-pass filter, etc.

Enjoy! 😄🎹🎶

I wrote a free online appendix on State-Space Models (SSMs) for my new book, including LMU, HiPPO, S4, and Mamba:
ageron.github.io/homlp/HOMLP_...

I hope you'll find it useful! 😊

The "Continuous Thought Machines" paper is amazing: arxiv.org/abs/2505.05522

Also, I love it when authors provide an interactive demo along with their paper: pub.sakana.ai/ctm/

My new book just came out! 🎉😊
Kindle & e-book available now, print within 1–2 weeks.

You can get it at: homl.info
(you'll also find free online content there)

Play with the notebooks at:
github.com/ageron/hands...

Hope you'll find it useful!