The Curious Engineer

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The typical set

thetypicalset.com

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MathAI / MLPython

’18’19’20’21’22’23’24’25’26
Posts
43 from 5 Nov 2018 to 21 May 2026
Posting
weekly (24 in the last year)
Kind
personal blog
Feed
https://www.thetypicalset.com/index.xml

2026 24

  1. Penalising model component complexity: A principled, practical approach to constructing priors
  2. Skellam distribution
  3. Squared exponential kernel
  4. The euro: how a common currency threatens the future of Europe
  5. Stochastic weight averaging
  6. The stream is a transaction log
  7. The Dirichlet distribution
  8. The Graph
  9. The probability monad
  10. The Sicilian defense
  11. my blog
  12. what my life is like now
  13. what I am working on and thinking about now
  14. Aesara
  15. Aeppl
  16. Blackjax
  17. Aemcmc
  18. how to write useful notes
  19. Wiener kernel
  20. A comma and a question mark
  21. The bottleneck was never the code
  22. Your Agent Framework Is A Chatbot
  23. Tool calling, open source, and the M×N problem
  24. I run my company from Emacs

2023 2

  1. Blackjax On Aesara
  2. Pico GPT2 in Aesara

2022 14

  1. Cyclical SGLD in Blackjax
  2. Interesting applications of Aesara
  3. Random Walk Rosenbluth-Metropolis-Hastings in Aesara
  4. Open Source goals for 2022/2023
  5. Shape semantics for random variables in Aesara
  6. Solve the Zebra puzzle with miniKanren
  7. Solve sudokus with miniKanren
  8. how to efficiently navigate between them
  9. Unify to build samplers
  10. Find horsehoe priors in an Aesara graph
  11. Rewriting Aesara graphs
  12. Choose what to work on
  13. under construction
  14. Les notes du bac II

2020 2

  1. Probabilistic programming via source code rewriting (MCX)
  2. Massively parallel MCMC with JAX

2018 1

  1. THE ENGINE - a framework for the growth of mobile applications