A latent text-to-image diffusion model

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Jupyter Interactive Notebook

PRML algorithms implemented in Python

JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

Text and code for the second edition of Think Bayes, by Allen Downey.

R kernel for Jupyter

V-pipe is a pipeline designed for analysing NGS data of short viral genomes

NWB extensions for origanizing intracellular electrophysiology metadata

Slides and lab

Ladder network on genomic data