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…	10	17041	January 21, 2019
Welcome to PyMC Discourse	0	3154	May 31, 2017
Chainsail, a web service for sampling multimodal distributions: opinions and beta testers wanted! Sharing sampling	1	50	August 14, 2022
Pooling, Unpooling and Partial Pooling where each data point is a series of data v4 modeling	0	7	August 14, 2022
Best Way to Handle a for Loop in pymc4 v4 development , theano , modeling	3	28	August 14, 2022
Writing tests for the log probability of the sum to zero ICAR prior via `pm.Potential` Development development , aesara	2	35	August 14, 2022
Cascade Hierarchical Model version agnostic modeling	1	23	August 13, 2022
Strange ode.DifferentialEquation behavior concerning the 't' time parameter provided to the ODE version agnostic	1	27	August 13, 2022
Why use BART instead of a Gaussian Process? Questions modeling	4	49	August 13, 2022
Weird error using az.waic v4 modeling	7	33	August 13, 2022
How to evaluate log-likelihood density at any theta in parameter space? v4	1	23	August 13, 2022
Is it possible to use Pytorch model as the likelihood distribution in Pymc? v4 modeling	3	64	August 13, 2022
Puzzled about the array ordering of LKJCC corr as xarray object version agnostic arviz	6	58	August 12, 2022
Combine two distributions to new one & scale parameter modifying probability depending on category version agnostic modeling	10	56	August 12, 2022
AR dims/coords/shape in v4 v4	17	95	August 12, 2022
Feedback on new ModelBuilder class for deploying PyMC models Development modeling	0	55	August 11, 2022
Redundant computations with multilevel models and Slice sampler v4	11	93	August 12, 2022
Higly Nonlinear and Not Explicit v4 modeling	1	35	August 12, 2022
Error when comparing ADVI models with az.compare v4	2	51	August 11, 2022
How do I make future predictions in a time series model with out of sample data? version agnostic prediction	8	103	August 11, 2022
Fitting a simple Reinforcement Learning model to behavioral data with PyMC (Jupyter NB) Sharing	24	1450	August 11, 2022
[CLOSED] Help sharing dimension between location and scale in a simple hierarchical model version agnostic development , shape_issue , modeling	1	30	August 11, 2022
Aesara fails to compile graph for model that runs on pymc3 version agnostic	8	64	August 11, 2022
Max_steps with sampling_jax.sample_numpyro_nuts v4 sampling	5	53	August 11, 2022
(Online Meetup): Bayesian Modeling in Biotech: Using PyMC to Analyze Agricultural Data (July 27, 2022) Events community	1	194	August 10, 2022
Is there any way to use pymc4 on google colab? v4	4	54	August 10, 2022
reLOO: is using average log-likelihoods valid? Questions arviz	8	91	August 9, 2022
Probabilistic model with deterministic switch version agnostic	4	61	August 9, 2022
'sample_posterior_predictive( predictions= True)' takes a long time to "load" & JAX? v4	0	37	August 8, 2022
Understanding indexing and dimensions in hierarchical models v4 time_series	1	54	August 8, 2022

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…