PyMC Discourse

Topic	Replies	Views	Activity
PyMC is Forking Aesara to PyTensor News development , aesara The PyMC team would like to announce that we are forking the Aesara project. This new project is called PyTensor. PyTensor will allow for new features such as labeled arrays, as well as speed up development and streamli…	4	305	December 9, 2022
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…	10	17901	January 21, 2019
Welcome to PyMC Discourse	0	3407	May 31, 2017
Memory allocation limit for NUTS with custom `logp` function (but not with VI methods) v4 modeling	39	187	December 10, 2022
Getting the same prediction when using the PyMC3 data container to generate Bayesian regression prediction using new data theano , modeling	3	24	December 10, 2022
Example of using aesara.printing.Print for model troubleshooting v4 aesara	1	146	December 10, 2022
Modelling multivariate distributions with a sparse covariance structure v4 modeling	1	22	December 9, 2022
Applying an MCMC Step to Sample from Distribution with KL Divergence Term v4 variational_inferenc	2	59	December 9, 2022
Hierarchical changepoint detection v4	10	405	December 9, 2022
Aesera Scan Altering Distributions v4 bug , aesara	1	32	December 8, 2022
How to add raw (frequentist) estimates to forest plot v4 arviz	1	22	December 8, 2022
Assertion Error in PYMC3 v3	4	251	December 8, 2022
How to pass a coordinate to inference data v4 bambi , arviz	3	54	December 8, 2022
Dynamic linear models Questions	14	1045	December 8, 2022
SamplingError: Initial evaluation of model at starting point failed! Questions modeling , sampling	6	68	December 8, 2022
BAMBI: Distributional Regression Sharing bambi	3	38	December 8, 2022
Help Creating Custom Op v4 modeling	3	49	December 8, 2022
Inference with Aesara/PyMC Questions	13	112	December 8, 2022
Using a lookup table in pymc model version agnostic modeling	4	40	December 8, 2022
Sampler issues on Beta prior Binomial likelihood v4 bug	5	26	December 8, 2022
Testing difference between two Negative Binomial distributions Questions	17	414	December 8, 2022
How to Use PyMC Distributions as Inputs to GP.conditional v4 gaussian_process , modeling	2	59	December 7, 2022
Analyzing EEG / MEG data with PyMC3 Questions	4	459	December 7, 2022
Help figuring out simple categorical indexing v4 indexing , aesara	0	18	December 7, 2022
Pm.sample() - How can the posterior be defined when there is no observed data to calculate the likelihood? Questions modeling	8	86	December 7, 2022
Changepoints detection and magnitude in a time series version agnostic modeling	5	67	December 7, 2022
Help understanding pm.categorical v4 modeling	1	31	December 6, 2022
Coregion GP Very Slow Inference Questions gaussian_process	7	68	December 6, 2022
Runtime Error when specifying more than 1 chain? Questions	7	1070	December 5, 2022
UserWarning: The effect of Potentials on other parameters is ignored during prior predictive sampling. This is likely to lead to invalid or biased predictive samples v4 modeling , contributing-to-pymc	2	58	December 5, 2022

PyMC is Forking Aesara to PyTensor

development , aesara

The PyMC team would like to announce that we are forking the Aesara project. This new project is called PyTensor. PyTensor will allow for new features such as labeled arrays, as well as speed up development and streamli…

4

305

December 9, 2022

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…