rlouf

mcx

Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.

blog-benchmark-rwmetropolis

Code to reproduce the results of 👇

aex

Sampling with Blackjax on Aesara

aenn

A(e)N(eural)N(etwork) library in Aesara

aejax

Aesara on JAX

thetypicalset

Notes of all kind 👇

reasoned-schemer

Code from The Reasoned Schemer (2nd Edition)

ama

Ask Me Anything

aesara

Aesara is a Python library that allows one to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.

blackjax

BlackJAX is a sampling library designed for ease of use, speed and modularity.

opt_einsum

⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.

aehmc

An experimental HMC implementation in Aesara

aemcmc

Miscellaneous MCMC samplers in Aesara

aemcmc-feedstock

A conda-smithy repository for aemcmc.

aeppl

Tools for an Aesara-based PPL.

aeppl-feedstock

A conda-smithy repository for aeppl.

aesara-probability

Formalize the representation of random variables and measures in Aesara

awesome-llm-json

Resource list for generating JSON using LLMs via function calling, tools, CFG. Libraries, Models, Notebooks, etc.

blackjax-feedstock

A conda-smithy repository for blackjax.

bookshelf

My bookshelves

dask

Parallel computing with task scheduling

etuples

Python S-expression emulation using tuple-like objects.

inflation

Exploring the increase in prices

jupyter-book

Create beautiful, publication-quality books and documents from computational content.

kanren

An extensible, lightweight relational/logic programming DSL written in pure Python

numpy

The fundamental package for scientific computing with Python.

outlines

Language Model Programming

rlouf

sampling-book

Tutorials and sampling algorithm comparisons

unification

Straightforward unification in Python that's extensible via generic functions.