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At the moment, there really isn't an easy way of looking at the contents of mixture distributions. I am trying to determine if all the elements in a mixture are normal to see if I can just use conjuga…
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If you are motivated to help speed up some tests, we would appreciate it!
Here are some of the slowest test times:
test (3.10, false)
```
============================= slowest 50 durations =======…
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The `_distribution_new_customer` internal method was originally written for sampling from the latent purchase and dropout distributions of `CLV` models. It is even more useful for posterior predictive…
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While implementing BNN using tensorflow, i'm getting the below error while using DenseVariational and not sure how to resolve it
I have also tried using Google collab/ Jupyter notebook/ VS code/ Kagg…
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This is a re-post of an [issue in ert-examples](https://github.com/equinor/ert-internal-examples/issues/116), because testing properties of the update should be done in ERT or IES repositories. When i…
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### Presentation of the new sampler
Parallel tempering, known also as replica exchange MCMC, maintains $K$ Markov chains at different temperatures, ranging from $\pi_0$ (the reference distribut…
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[ICML 2023 Workshop SPIGM homepage](https://openreview.net/group?id=ICML.cc/2023/Workshop/SPIGM)
```bib
@inproceedings{
wang-henderson2023graph,
title={Graph Neural Network Powered Bayesian Opt…
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Computing the log parition function for a conjugate family is a very useful quantity eg for computing the marginal likelihood p(D), which is needed for empirical Bayes and model selection. (See screen…
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## 🚀 Feature
Need jit script module to support `torch.distributions.Categorical`.
## Motivation
Our generative model need a sample layer during inference. Currently we are missing sampling supp…
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Let's use this issue to coordinate the statistics / math notebooks as part of the fundamentals. We can move these out to a separate repo later if that makes more sense organization-wise.
Below are …