🦜🔗 Build context-aware reasoning applications

A latent text-to-image diffusion model

🔊 Text-Prompted Generative Audio 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 ;)

A High-Quality Real Time Upscaler for Anime Video

NYU Deep Learning Spring 2020

Official Code for Stable Cascade

Flax is a neural network library for JAX that is designed for flexibility.

"Probabilistic Machine Learning" - a book series by Kevin Murphy

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Probabilistic reasoning and statistical analysis in TensorFlow

Text and supporting code for Think Stats, 2nd Edition

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

Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.

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

Code for a tutorial on Bayesian Statistics by Allen Downey.

Want to contribute? These are difficult, long-term projects that could be valuable to open source investigators at Bellingcat and around the world.

An introduction to Bayesian statistics using Python and (coming soon) R.