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Previously we changed the sampling function to use the array 'vargroup', instead of referencing 'nFRBs', 'sensitivity', 'R', 'beams', 'tpb', and 'flux' directly. The previous form created an issue wit…
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After reinstalling numpyro into fresh virtualenv, I tried running MCMC inference on the following code:
```
import numpyro
import numpyro.distributions as dist
from numpyro.infer import MCMC, NUTS…
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Hello,
Are there plans to add/support the Jax (and hence GPU) backend for PyMC 4 now that that's been released? I just tried with the latest release (admittedly only out for a couple of hours!) an…
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#### Summary:
Note gaps in documentation here and/or suggestions for improvements
#### Description:
Perpetually open issue
#### Current Version:
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Hi there, I'm encountering an issue in Chapter 06 at Code Block 6.14, when it comes to the section of the code where we're using `generate_gam_ar_latent()`:
```
mcmc_samples, sampler_stats = run_m…
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I am trying to implement a small discrete time SIR model as an HMM and fit this using `pmmh`.
I am not sure if I am using `monad-bayes` correctly and, if I am, I am unsure as to why the performance o…
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### The issue
I can reproduce this issue, but not in a self-contained way. I'll try to provide as many information as possible here.
I'm working on a Spark application that uses Python and `nump…
jrj-d updated
2 years ago
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Just like https://github.com/aesara-devs/aemcmc/issues/4, we need to incorporate the recentering and rescaling from `symbolic-pymc` (see the example [here](https://pymc-devs.github.io/symbolic-pymc/th…
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Hello there,
I hope I am at the right place with this issue. I want to fit a simple discrete time-model with MCMC and NUTS sampling.
When I increase the MCMC() argument num_chains from 1 to 2, mcm…
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Hello!
I recently installed cobaya on my laptop and am trying to get familiar with it so that I can use it for my research. When I try the basic cosmology run mentioned in the tutorial at: https://…