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Frequently Asked Questions

Is find_MAP still encouraged in practice? i notice a lot of code samples stopped using find_MAP (asked by @kpei) find_MAP is pretty much discouraged now in most situations. The MAP is not a representative point in high…

11 January 21, 2019
Welcome to PyMC Discourse 1 May 31, 2017
Ordered probit model for ordinal data 8 October 14, 2019
How to implement Zero-Inflated Multinomial? 3 October 13, 2019
Indexing using a free random variable 26 October 13, 2019
Setting ADVI start state 3 October 13, 2019
Text classification example pointers 2 October 13, 2019
Blackbox likelihood -- find_MAP works but pm.sample returns the prior 2 October 12, 2019
Unobserved variables in blackbox likelihood 11 October 12, 2019
Constrain Longitudinal Mixture Regression by Subject ID 1 October 11, 2019
Hierarchical Bernoulli model for machine fault rate 5 October 11, 2019
HMMs with PyMC3: Complexity and point estimates 2 October 11, 2019
Hierarchical logistic regression 17 October 10, 2019
Logistic ANOVA: different results with statsmodels and PyMC3 4 October 10, 2019
CategoricalGibbsMetropolis samples differently when specified explicitly 3 October 10, 2019
Zero-Inflated Poisson Example 10 October 10, 2019
Constraint or prior dependent on multiple parameters 5 October 10, 2019
Looking for a tutor for straight forward Bayesian Regression + PyMC3 3 October 9, 2019
Decomposition of rates? 5 October 9, 2019
Gaussian Process used to model varying intercepts in GLM 14 October 9, 2019
Sample posterior predictive error 4 October 8, 2019
Black Box Variational Inference (using Score Gradient) 4 October 7, 2019
Sampling with time limit instead of number of samples 2 October 5, 2019
Slowness in multinomial softmax regression 9 October 5, 2019
Set constraints on probability distributions 6 October 5, 2019
Highest Density Regions (HDR) misunderstanding 10 October 5, 2019
Structure learning of Bayesian networks 10 October 4, 2019
Design of PyMC4 and PPL frameworks 2 October 4, 2019
Gaussian Process Regression-- reparameterizing to us pm.gp class 3 October 3, 2019
Posterior predictive p-value 3 October 2, 2019