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)
Updating posteriors for scanning a chemical system (5)
How to include data into DensityDist? (4)
The current approximation of RV "x" is Nan (4)
AssertionError and suggestions required to improve my model (5)
Difficulty calculating model gradients, shared variables with static values, and sparse matrices (5)
Looking for similar functionality as Weka BayesNet and editor (7)
Data representation for mixtures of multinomials, and Categorical vs Mixture? (4)
Making a query for a simple BN made in PYMC3 (15)
Multivariate normal distribution (4)
How to load data from .txt? (4)
Parameter dimensionality vs Model evaluations (3)
Is there an example on how to work with generalized mixture models? (16)
Hierarchical Gaussian Mixture Regression Model (6)
Hierarchical Switch Point Model (4)
Anaconda prompt closed suddenly after installing PyMc3 and warning in importing pymc3 (16)
Hierarchical AB testing in PyMC3 (4)
Minibatch ADVI with Potential for Weighted Observations (1)
Multinomial hierarchical regression with multiple observations per group ("Bad energy issue") ( 2 ) (23)
Hierarchical Mixture Model (3)
Truncated/Bounded Multivariate Normal? (7)
Speeding up MatrixNormal for missing data imputation (or more generally) (1)
Updating multivariate priors (12)
Write theano.scan+theano.function with multinomial sampling inside as a pymc3 model (2)
Any updates on PyMC4 and the usage with tensorflow_probability? (2)
Memory Error with posterior_predictive_sample (11)
Using a mixture of multivariate normal distributions as a prior (17)
Random Intercepts and Slopes (Correlated) Convergence Issues (17)
Cholesky decomposition and correlation among random effects ( 2 ) (21)