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rlouf/README.md

Rémi Louf / Twitter / Linkedin / Mastodon

I am a statistician (some say data scientist) and software developer. I am particularly interested in Bayesian statistics and generative modeling, MCMC samplers and symbolic programming.

I am the author of Blackjax and a core member of Aesara.

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  1. dottxt-ai/outlines dottxt-ai/outlines Public

    Structured Text Generation

    Python 9.1k 458

  2. aesara-devs/aesara aesara-devs/aesara Public

    Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

    Python 1.2k 154

  3. blackjax-devs/blackjax blackjax-devs/blackjax Public

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

    Python 823 106

  4. aesara-devs/aeppl aesara-devs/aeppl Public

    Tools for an Aesara-based PPL.

    Python 64 21

  5. aesara-devs/aemcmc aesara-devs/aemcmc Public

    AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.

    Python 39 11

  6. blackjax-devs/sampling-book blackjax-devs/sampling-book Public

    Tutorials and sampling algorithm comparisons

    TeX 68 13