Rémi Louf

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

birdland. A battle-tested recommendation library written in Go.

blog-benchmark-rwmetropolis. Code to reproduce the results of 👇

aex. Sampling with Blackjax on Aesara

mcx-infer. [Experimental] Bayesian machine learning with MCX.

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

aejax. Aesara on JAX

prompts. A prompting library

thetypicalset. Notes of all kind 👇

reasoned-schemer. Code from The Reasoned Schemer (2nd Edition)

phd-thesis. Manuscript of my PhD thesis.

outlines. Language Model Programming

ama. Ask Me Anything

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

sicp. Notes and exercises from "The Structure and Interpretation of Computer Programs"

blog. Python

aeppl. Tools for an Aesara-based PPL.

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