PyMC Discourse

Topic	Replies	Views	Activity
The future of PyMC3, or: Theano is dead, long live Theano News There have been many questions and uncertainty around the future of PyMC3 since Theano stopped getting developed by the original authors, and we started experiments with PyMC4. We are happy to announce that PyMC3 on The…	2	1652	February 1, 2021
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	13073	January 21, 2019
Welcome to PyMC Discourse	0	2369	May 31, 2017
How do you formulate a `Latent` GP that is equivalent to the `Marginal` implementation? Questions	1	12	May 15, 2021
Using pm.Data to predict on two inputs for sample_posterior_predictive; why is there no change in the results? Questions	0	15	May 15, 2021
Are there any changes with az.plot_forest(), with update?	0	17	May 15, 2021
TypeError: Outputs must be theano Variable or Out instances	2	26	May 15, 2021
Metamodeling strategy for an arbitrary generative model Questions	0	16	May 15, 2021
An RV participates twice in defining the likelihood function Questions	0	16	May 14, 2021
Sensitivity analysis after Bayesian calibration with PyMC3 Questions	0	19	May 14, 2021
Can I get volatilities out of the GARCH11 model? Questions	2	44	May 14, 2021
Generalized Extreme Value analysis in pymc3 Questions	1	30	May 14, 2021
Simplistic jupyter-notebook based GUI for pymc Development	7	96	May 14, 2021
Pymc3.sample() not starting from the specified start value? Questions	6	54	May 14, 2021
Stack numpy array as output of complex function produces ValueError: order must be one of 'C', 'F', 'A', or 'K' (got 's0f') Questions theano	1	31	May 13, 2021
Metropolis with Scipy.fsolve Questions	2	69	May 13, 2021
Categorical predictor variable, categorical response variable Questions	0	24	May 13, 2021
PSA: File extension of netCDF files matters ArviZ	8	46	May 13, 2021
Create model matrix Questions	0	31	May 12, 2021
Random intercepts with high-cardinal categorical feature? Questions	4	35	May 12, 2021
Gamma noise prior, upside-down? Questions	6	100	May 12, 2021
Why are models hierarchical? Questions	5	118	May 12, 2021
A Bayesian Approach to Media Mix Modeling by Michael Johns & Zhenyu Wang PyMCon2020	32	2031	May 12, 2021
Hierarchical Time Series With Prophet and PyMC3 by Matthijs Brouns PyMCon2020	10	6543	February 26, 2021
Dirichlet distribution Questions	2	51	May 12, 2021
Extreme Value Analysis with Pymc3 Questions	2	43	May 11, 2021
Creating a chain of dependent variables without for loop Questions	2	29	May 11, 2021
Bad initial energy error Questions	2	47	May 11, 2021
Sample_prior_predictive failing with shape argument Questions	7	62	May 10, 2021
Saving Pymc3 pm.model_to_graphviz(model) to png Questions	2	174	May 9, 2021

The future of PyMC3, or: Theano is dead, long live Theano

There have been many questions and uncertainty around the future of PyMC3 since Theano stopped getting developed by the original authors, and we started experiments with PyMC4. We are happy to announce that PyMC3 on The…

2

1652

February 1, 2021

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…