Topics tagged sampling (original) (raw)

What sampler should I use for the fastest inference in hierarchical Bayesian MMM?

2

64

November 22, 2025

Nutpie sampling freezes

12

157

October 16, 2025

How to debug a model when most chains sample fine, but a few do not?

1

69

October 15, 2025

How to save trace in between sampling and then resume sampling later on?

2

117

July 10, 2025

Is my model setup in proper way? Dependent Dirichlet process (DDP)

1

66

April 21, 2025

Generalized LV: missing 1 required positional argument using pymc.ode.DifferentialEquation

0

35

March 25, 2025

How to use pm.Data with pm.Minibatch?

5

187

February 12, 2025

Sampling in ADVI

2

120

January 12, 2025

Sample output object with Nutpie

2

84

January 9, 2025

Problems with a Joint Species Distribution Model (jdsm): Implementing a multiplicative Gamma Prior

6

124

December 30, 2024

Error KeyError: 'diverging' when setting up CategoricalGibbsMetropolis step method with proposal='proportional'

4

64

December 24, 2024

Explainability of pymc predictions: which features and which direction

7

268

November 10, 2024

Very long sampling time using simple model

1

74

October 30, 2024

New sampler library: nutpie

6

3582

October 30, 2024

Inference issue using a model with Multinomial latent variables on multidimensional observations

4

78

October 25, 2024

Including Observations in the Model, a beginner question

14

245

October 20, 2024

Sampling problem of discrete parent nodes for continuous nodes

2

32

October 17, 2024

Why do we still need sampling in the Marginal GP implementation?

1

66

October 15, 2024

Issue when trying to normalize random variable

3

64

September 18, 2024

Nutpie sampler warning for Numba object mode (lower performance)

2

148

September 15, 2024

Theoretical and Practical Considerations and Questions

0

40

September 13, 2024

Huge difference between MCMC posterior samples and actual data - help needed!

11

211

September 9, 2024

Checkpoint / Resuming sampling with NUTS sampler

1

137

August 21, 2024

Multiprocessing quit with no output

0

28

August 13, 2024

Multi-Output Spatial Gaussian Process Prior Predictive Simulation

2

198

July 30, 2024

Differences between MvNormal and Normal sampling

2

81

July 19, 2024

Very slow sampling of hierarchical, non-linear bayesian model after adding likelihood function

0

82

June 29, 2024

Time-Varying Parameter PVAR (TVP-PVAR) with AR(1) and PyMC - "tuple" object error

0

109

June 29, 2024

Pm.sample Parameters and Optimization

3

255

June 25, 2024

NUTS inefficient in learning standard deviation for normal likelihood

19

1085

May 14, 2024