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A modern cookiecutter template for Python projects that use uv for dependency management
Master Python typing (type hints) with interactive online exercises!
Distrax, but in equinox. Lightweight JAX library of probability distributions and bijectors.
Course materials of "Bayesian Modelling and Probabilistic Programming" with NumPyro, initially created for "AI for Science" MSc at the African Institute for Mathematical Sciences (AIMS), South Africa
Resources for learning about numerical methods.
An interactive HTML pretty-printer for machine learning research in IPython notebooks.
This is a Python script that uses the Dropbox API to download files from a shared Dropbox folder.
Uncertainty quantification with PyTorch
Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
Extends numpyro with distributions for structural timeseries
Ternary plots for UK General Elections
A JAX research toolkit for building, editing, and visualizing neural networks.
Gaussian Markov Random Fields (GMRFs) and Integrated Nested Laplace Approximation (INLA)
Bayesian Neural Field models for prediction in large-scale spatiotemporal datasets
A minimal Diffusion Model build using only linear components
Simple Implementation of a Chat using simple RAG techniques. Developed with FastAPI and Next.js
An extremely fast Python package and project manager, written in Rust.
Common statistical tests are linear models (or: how to teach stats)
Demo vault to explain how to use Obsidian, git and Zotero