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by jritchie
3402 days ago
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Probabilistic Programming & Bayesian Methods for Hackers [1] by Cameron Davidson-Pilon is exactly what you want, starting from a computational-first perspective, then introducing the maths later, although it uses PyMC rather than Stan. It's freely available as a set of Jupyter notebooks, as well as a printed edition. [1] http://camdavidsonpilon.github.io/Probabilistic-Programming-... |
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