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There is another implementation of the distribution I wrote a few years ago hosted at https://github.com/zoj613/polyagamma. It is licensed under the BSD-3 license and it's implementation is completely…
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hello @zoj613 thanks for the great library! i've been able to use it for sampling with great ease. recently i've been looking at using log pdfs to compute MH ratios and the like. i am encountering nan…
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I just tried to install pypolyagamma using pip install pypolyagamma, but I encountered the following issue. Can you give me some suggestions?
Collecting pypolyagamma
Using cached pypolyagamma-1.…
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### Description
I would suggest moving those first six back to the `math` module scope.
![image](https://github.com/pymc-devs/pymc/assets/28983449/62088d26-b70d-4645-8c10-fcc3e15a63bd)
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### Description
We are looking for help to implement inverse cumulative distribution (ICDF) functions for our distributions!
### How to help?
This PR should give a template on how to implem…
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I tried to AD `aug_elbo` in the `NegBinomialLikelihood` example, i.e. (removed unnecessary bits), purposefully avoiding ParameterHandling.jl and trying only with `ForwardDiff.gradient`
```julia
# …
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A Numba implementation for `MvNormalRV` could follow the same basic approach as https://github.com/aesara-devs/aesara/pull/841, i.e. nearly a direct translation of [`MvNormalRV.rng_fn`](https://github…
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I want to take this opportunity and rethink all these conda environments we have. I understand they are helpful and convenient to create our dev environments and they are also used for ci. However, at…
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### Issue with current documentation:
The notebooks page could use a an explainer that theres more notebooks available in the examples tab. Something like
`These are the core notebooks, to see eve…
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Dear botorch developers,
I have a question regarding output constraints. So far they are used and implemented in the following way:
- There is a property which should be larger than a user provi…