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Bayesian Methods

Priors and posteriors, MCMC and HMC, variational inference, Gaussian processes and model comparison.

4concepts
62flashcards
31minutes of reading
Start with Priors, Conjugacy and the Posterior Drill the deck
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  1. 01 Priors, Conjugacy and the Posterior How a prior functions as pseudo-data, why conjugate families make the posterior a closed-form update, and why "uninformative" priors are informative on some scale. intermediate 7m 16 cards