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A modern cookiecutter template for Python projects that use uv for dependency management

Python 229 13 Updated Sep 27, 2024

Master Python typing (type hints) with interactive online exercises!

Python 485 31 Updated Sep 23, 2024
Python 89 11 Updated Sep 17, 2024

Distrax, but in equinox. Lightweight JAX library of probability distributions and bijectors.

Python 16 4 Updated Sep 15, 2024

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

Jupyter Notebook 42 12 Updated Sep 18, 2024

Resources for learning about numerical methods.

Makefile 34 2 Updated Oct 19, 2023

MLflow logging for PyMC

Python 7 Updated Aug 20, 2024

An interactive HTML pretty-printer for machine learning research in IPython notebooks.

Python 267 14 Updated Sep 13, 2024

This is a Python script that uses the Dropbox API to download files from a shared Dropbox folder.

Python 8 2 Updated Jul 6, 2023
Python 2 Updated Jul 31, 2024

Python client library for Modal

Python 269 34 Updated Sep 29, 2024

Uncertainty quantification with PyTorch

Python 314 12 Updated Aug 13, 2024

Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

Python 2,058 136 Updated Sep 27, 2024

Just a little MCMC

Python 210 27 Updated Jun 25, 2024

Extends numpyro with distributions for structural timeseries

Python 3 Updated Jul 15, 2024

Ternary plots for UK General Elections

R 16 1 Updated Jul 9, 2024
Python 1 Updated Jul 19, 2023

Bayesian filters and smoothers in JAX.

Python 2 Updated Nov 10, 2023

A JAX research toolkit for building, editing, and visualizing neural networks.

Python 1,649 50 Updated Sep 11, 2024

Gaussian Markov Random Fields (GMRFs) and Integrated Nested Laplace Approximation (INLA)

Jupyter Notebook 19 1 Updated Apr 17, 2024
Jupyter Notebook 1 Updated Mar 22, 2024

Bayesian Neural Field models for prediction in large-scale spatiotemporal datasets

Python 57 3 Updated Sep 12, 2024

A minimal Diffusion Model build using only linear components

Python 21 4 Updated Sep 27, 2023

visualizing attention for LLM users

Python 152 6 Updated May 24, 2023

Simple Implementation of a Chat using simple RAG techniques. Developed with FastAPI and Next.js

Python 5 Updated Feb 8, 2024

An extremely fast Python package and project manager, written in Rust.

Rust 21,362 625 Updated Sep 29, 2024

Common statistical tests are linear models (or: how to teach stats)

JavaScript 481 92 Updated Feb 11, 2024

Template for analysis project in R

R 1 Updated Jan 30, 2024

Demo vault to explain how to use Obsidian, git and Zotero

JavaScript 37 6 Updated Jan 31, 2023

pre-commit hooks for R projects

R 250 49 Updated Sep 15, 2024
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