Frequently Asked Questions [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…

Welcome to PyMC Discourse [General] (1)
Sampling crashes with "The derivative of RV [whatever] is zero" when using a custom likelihood defined with pm.Potential [Questions] (5)
Multinomial hierarchical regression with multiple observations per group ("Bad energy issue") [Questions] (13)
Tacking ISRS onto SVGD [Sharing] (3)
Extended BEST model [Questions] (6)
SMC -ABC and further projects at PYMC3 [Development] (9)
Simple Dirichlet model with partial pooling [Questions] (2)
Getting started for GSOC 2019 [Development] (2)
Trouble specificying X | a, b, c, d ~ Categorical( . ) [Questions] (3)
pm.Categorical for matrix of probabilities [Questions] (4)
Debugging models when sampling is stuck at 0% [Questions] (7)
Change observed data without redefining model [Questions] (3)
Stochastic Process Calibration using Bayesian Inference & Probabilistic Programs [Sharing] (3)
Warning: Installing Arviz breaks pymc3, install with --no-dependencies [Questions] (2)
Use of Inverse Gamma for standard deviation and overflow ("ValueError: Mass matrix contains zeros on the diagonal") [Questions] (3)
Error: compute InplaceDimShuffle{x,x}(bias2) not given [Questions] (3)
Help Converting Keras Model to PYMC3 syntax [Questions] (5)
Estimating conditional probabilities [Questions] (10)
How to track the number of a chain used in the model simulations? [Questions] (3)
Latent Space Network Model is very slow, does not converge [Questions] (6)
Let's introduce ourselves! ( 2 ) [General] (36)
Speeding up bayesian multiple regression [Questions] (4)
Divergences in gaussian process model [Questions] (1)
Scope of implementing ABC,SMC-ABC in PYMC4 as GSOC 2019 Project [Development] (2)
Potentials as priors? [Questions] (2)
PyMC4 project for GSoC 2019 [PyMC4] (1)
Model diagnostics for "Mass matrix contains zeros on the diagonal" [Questions] (8)
Continuous Time Markov Chain [Questions] (2)
Adding covariate to linear model which is a difference [Questions] (4)