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sbi-dev
Simulation-based inference toolkit
After installing the newest 0.19.0 version on python 3.7, I seem to get this error on the line "from sbi import utils": TypeError Traceback (most recent call last) [](https://localhost:8080/#) in...
Hi, Sorry in advance if the question is trivial or in the wrong place... I'm getting this error: `TypeError Traceback (most recent call last) /var/folders/_b/qt7bmb5154l22n5k1rjgvbym0000gn/T/ipykernel_36001/776311308.py in ----> 1 posterior_samples =...
Thanks for your amazing work! Is it possible to load the saved NeuralPosterior objects from C++ to allow a more efficient posterior.sample?
Assume I have a model that takes deterministic input $X$ and unknown parameters $\theta$. Is it possible to train an SLN estimator on the parameters and consider the observations i.i.d...
Hi, I am trying to sample from the posterior. I have 4 parameters in my model, when I try to sample from posterior, I got this error ``` --------------------------------------------------------------------------- RuntimeError...
When using mutli-round SNPE for a simple toy example where I try to infer the mean of several Gaussians, I encountered an assertion error: AssertionError: NaN/Inf present in proposal posterior...
Need to double check, have some worrying results that there might be a bug
At the moment it seems we do not have a systematic suite of tests for the growing number of sampling methods. Or, they are scattered in different test modules, e.g.,...
For very big datasets, it is undesirable to copy them. @tbmiller-astro suggested that some copies could be removed. Here are some candidates where we create local copies of the dataset:...
- should our tests be bimodal? - slow tests for all pyro samplers (hmc requires gradients...) - should we start thinking about a `v1.0.0` release? - progress bar for rejection...