|
Partial observations with obs_mask
|
|
8
|
261
|
November 20, 2023
|
|
NumPyro vs. Pyro, SVI in Discrete Latent Variable Models
|
|
1
|
475
|
November 30, 2023
|
|
ValueError: Error while computing log_prob at site 'sigma'
|
|
6
|
313
|
August 7, 2023
|
|
Pyro MCMC on GPU?
|
|
3
|
334
|
December 11, 2023
|
|
Problem with Tutorial Dirichlet process on GPU
|
|
6
|
297
|
August 7, 2023
|
|
Regime Switching state space model
|
|
7
|
379
|
October 23, 2023
|
|
Log Probability of Guide in Constrained Space
|
|
8
|
250
|
February 27, 2024
|
|
Model of time series with different lengths
|
|
7
|
252
|
February 15, 2024
|
|
Using detached sample values within the model
|
|
6
|
306
|
August 10, 2023
|
|
MCMC, SVI optimization and pytrees, eg equinox
|
|
3
|
335
|
March 21, 2024
|
|
Non-random subsample
|
|
3
|
259
|
September 3, 2023
|
|
Use of LogNormal in Numpyro
|
|
4
|
355
|
October 26, 2023
|
|
How to apply SVI with Hierarchical model in case of LocScaleReparam
|
|
8
|
257
|
September 3, 2023
|
|
Custom objective for SVI example
|
|
4
|
381
|
September 12, 2023
|
|
MCMC inference running too slow for simple example
|
|
4
|
332
|
June 22, 2023
|
|
Bayesian Structural Time Series Question
|
|
2
|
365
|
December 26, 2023
|
|
Recovering Covariance Matrix from Multivariate Normal Autogide
|
|
5
|
303
|
September 14, 2023
|
|
Potential Bug in GaussianHMM - Ambiguous cause, but clear example
|
|
7
|
264
|
November 21, 2023
|
|
Several questions about pyro minibatch SVI
|
|
2
|
423
|
October 14, 2023
|
|
Understanding how to use to_event in model
|
|
1
|
255
|
November 15, 2023
|
|
Query in using LocScaleReparam
|
|
7
|
300
|
July 16, 2023
|
|
Interfacing with numpyro
|
|
3
|
416
|
October 5, 2023
|
|
Questions about LDA example code
|
|
1
|
303
|
June 7, 2023
|
|
SVI, evidence and Elbo Loss
|
|
4
|
246
|
February 5, 2024
|
|
Leveraging MCMC for Active Learning with a Bayesian Neural Network
|
|
1
|
418
|
March 7, 2024
|
|
Numpyro complaining about pmap inside jit?
|
|
5
|
227
|
April 3, 2024
|
|
Using Posterior Samples From First in Second Model
|
|
5
|
256
|
November 15, 2023
|
|
Predictive model memory skyrockets
|
|
3
|
389
|
October 13, 2023
|
|
Mixture model example in Numpyro tutorial (GMM) does not run
|
|
3
|
362
|
August 18, 2023
|
|
Issue with mixture models
|
|
2
|
371
|
February 28, 2024
|
|
Bug in Sampling from Normal Distribution in SVI?
|
|
8
|
233
|
September 28, 2023
|
|
Problems sampling a hierarchical model with gaussian processes
|
|
2
|
401
|
July 12, 2023
|
|
GMM estimates completely off
|
|
4
|
240
|
February 7, 2024
|
|
Potential_energy returns nan values
|
|
6
|
202
|
March 12, 2024
|
|
Custom Sampler with MH or Rejection steps
|
|
4
|
226
|
January 31, 2024
|
|
How to compute joint probability distribution including deterministic sites?
|
|
2
|
295
|
February 16, 2024
|
|
Inconsistencies in Autoguide Results
|
|
2
|
241
|
September 21, 2023
|
|
Custom likelihood Function with pyro factor
|
|
4
|
312
|
August 9, 2023
|
|
Understanding Neural Net training with Pyro
|
|
3
|
337
|
August 26, 2023
|
|
MixedHMC Extremely Slow
|
|
5
|
266
|
June 19, 2023
|
|
Shape mismatch
|
|
4
|
231
|
February 27, 2024
|
|
How to Induce Multimodality using Normalizing Flow?
|
|
3
|
324
|
July 5, 2023
|
|
Log_prob while sampling
|
|
5
|
260
|
May 22, 2023
|
|
SVI on sharded array of arbitrary shape
|
|
2
|
152
|
March 15, 2024
|
|
CorrMatrixCholeskyTransform Not Bijective? Or bugged?
|
|
4
|
220
|
March 16, 2024
|
|
Problems with masking: "Found vars in model but not guide"
|
|
4
|
295
|
August 6, 2023
|
|
Error while trying to perform probabilistic inference with Bayesian Networks containing continuous latent variables
|
|
4
|
342
|
August 5, 2023
|
|
Pyro -> numpyro for gaussian inference
|
|
5
|
264
|
October 17, 2023
|
|
How to achieve variable scaling across multiple dimensional sites?
|
|
5
|
215
|
December 19, 2023
|
|
Access to discrete variables (for Poisson distribution)
|
|
3
|
259
|
December 31, 2023
|