PyMC Discourse

Topic	Replies	Views	Activity
Frequently Asked Questions 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…	12	24599	June 30, 2023
Welcome to PyMC Discourse	0	4984	May 31, 2017
Generating orthogonal latent variables	0	2	April 2, 2025
Engineer needs help modeling uncertainty of physical system measurement ( TypeError: Variables that depend on other nodes cannot be used for observed data. ) modeling	0	4	April 2, 2025
Feature proposal: poset_order transform	12	70	April 2, 2025
Pymc.sample not running for 160 parameters	3	22	April 2, 2025
Nutpie stalls stalls on model, numpyro is slow	0	5	April 2, 2025
Difficulty estimating latent correlations v5 modeling	11	110	April 2, 2025
Log-likelihood evaluation of pymc model	3	45	April 2, 2025
Problem with broadcasting variable in new dimensions v5 modeling	4	19	April 2, 2025
Black box NUTS sampler with multidimensional parameters v5 modeling	4	27	April 2, 2025
On Aleatoric and Epistemic Uncertainty Decomposition	1	45	April 1, 2025
Pymc_extras.fit compatibility with pm.sample	5	23	April 1, 2025
How to save trace in between sampling and then resume sampling later on? version agnostic modeling , sampling , arviz	0	14	April 1, 2025
PyTensor errors from using a sparse precision matrix for Gaussian data	2	25	April 1, 2025
Any way to leverage multiple GPU while compile?	0	10	March 31, 2025
State Space Model with Random & Deterministic Dynamics v5	25	225	March 30, 2025
Bimodal posterior distribution v5 modeling	4	77	March 29, 2025
GSOC 2025 - New Statespace Models	2	62	March 29, 2025
Current version of HMC/NUTS in PyMC Development	6	105	March 27, 2025
Combining pre-fit model with new observations and forecasting in PyMC version agnostic	5	61	March 27, 2025
Rule extraction with Bayesian Logistic Regression modeling	0	13	March 26, 2025
Regularizing the posterior of a parameter with the KL divergence from a different posterior v5	3	32	March 25, 2025
Showing that two models are equivalent version agnostic	4	52	March 25, 2025
Generalized LV: missing 1 required positional argument using pymc.ode.DifferentialEquation v5 development , modeling , sampling , arviz , ode_pde	0	14	March 25, 2025
Using pytensor random number generator with scan for Simulator class v5	15	32	March 25, 2025
How to handle the type conflict between symbol variable 't' in sunode and numerical lists for MCMC simulation in a pymc/sunode model v5 sunode , modeling	1	43	March 25, 2025
BrokenProcessPool with sample_smc example	1	27	March 25, 2025
Structure Learning through interventions	2	27	March 25, 2025
Issue with test_censored.py: IndexError: index X is out of bounds for axis 0 with size X Development	5	12	March 25, 2025

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…