Frequently Asked Questions (11)

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…

About the Questions category (1)
Mixture of continuous and discrete logp (7)
How to set priors over weights for adjusting the magnitudes of different likelihoods in a model (2)
How can we build a mixture of mixtures? ( 2 ) (28)
Having Trouble in Using Mini Batch ADVI for HAR dataset (6)
How to model a RV as the sum of other RV ? (without loop!) (2)
Divergent behavior between Kruschke's BESTmcmc and PyMC3 (2)
Unsure how to select sd depending on criteria using ADVI with mini batch (2)
Error importing pymc3 with theano scalar i1, i0 (4)
Problem in post predictive sampling in context of updating priors for sequential data (2)
Drawing from posterior of a Multivariate Distribution (9)
Evaluating parts of a model after sampling (5)
Is reversible jump (RJMCMC) feasible? (4)
Multiple Membership Multilevel Model (2)
Constrained (Ordered) Random Variable (4)
TransformedRV object is not Callable Error - Non-Linear Regression (7)
Customize posterior plot style using plot_posterior (4)
Multilevel conditional multinomials in MCMC (7)
Advice on Reparameterization (3)
Clustered Error Modeling (7)
How to marginalized Markov Chain with categorical? (9)
Naive Bayes model with PyMC3 (13)
@lucianopaz。Please help me solve the Windows multiprocessing issue ( 2 ) (34)
Problem with the "Getting started with PyMC3" tutorial (5)
Product of two probabilities distributions (9)
Non-deterministic MCMC model with updates (2)
pm.Potential() much needed explanation for newbie (5)
Updating Priors with Posterior for Vector-Valued Distributions (5)
ValueError: setting an array element with a sequence (17)