Rémi Louf / Twitter / Linkedin
I am a glorified statistician and software developer. I am particularly interested in Bayesian statistics and generative modeling, MCMC samplers and symbolic programming.
What I write for others
- Pollsposition is an election forecasting project.
- Ddoxa is a set of short data-driven notes (in French) on economics and politics (repo)
- Blog
Development
- Aemcmc is a framework to build efficient samplers for probabilistic models automatically
- Blackjax is a sampling library (written with JAX) designed for speed, ease of use and modularity. The original purpose of the library was to learn how MCMC samplers work, and it got out of hand.
- Aehmc provides symbolic implementations of MCMC samplers from the HMC family.
- MCX was a probabilistic programming language written with JAX. Deprecated in favor of Aeppl.
Experiments
- The typical set a subset of my personal notes displayed as a graph. This is both an experiment in note taking and how to display knowledge graphs (repo)
Learning
- Structure and Interpretation of Computer Programs notes and exercises.
- The Reasoned Schemer notes and code examples.