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8 stars written in Jupyter Notebook
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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 Notebook 28,221 7,944 Updated Jun 25, 2024

Easily compute clip embeddings and build a clip retrieval system with them

Jupyter Notebook 2,678 236 Updated Aug 15, 2025

Handout for the tutorial "Creating publication-quality figures with matplotlib"

Jupyter Notebook 2,179 304 Updated Nov 20, 2022

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

Jupyter Notebook 1,744 229 Updated Nov 29, 2022

"Deep Generative Modeling": Introductory Examples

Jupyter Notebook 1,264 195 Updated Aug 30, 2025
Jupyter Notebook 1,031 395 Updated May 5, 2023

VQVAEs, GumbelSoftmaxes and friends

Jupyter Notebook 594 49 Updated Nov 20, 2021

Official codebase for the Paper “Retrieval-Augmented Diffusion Models”

Jupyter Notebook 135 9 Updated Apr 5, 2023