~/talk

DanielLee720

Talkat StanCon 2018 · 2018-01-10..01-12· [open-source]
links:none on file
slides:none on file

About four years after version 1.0 the project shows 32 releases, roughly 1,500 citations and a manual that grows from 178→620 pages. It ships a custom math library and homegrown automatic differentiation, adds ODE solvers, user functions, L‑BFGS, ADVI and a newer NUTS, and implements unconstrained transforms for sampling. Interfaces include CmdStan RStan and PyStan, some benchmarks beat JAGS, and ecosystem tools like Prophet already build on it.

AI-written summary · about

  1. 0:00Start
  2. 2:19The Stan ecosystem
  3. 9:37Fun bits of history
  4. 14:26Take aways
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