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Hi, [SciPy][SciPy] has a very specific implementation of [Powerlaw][scipy_powerlaw]. It is over a unit interval and only supports positive indexes. Many applications require it to be over a broader ra…
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Or should the standard pattern be to specify the model in `numpyro` but pass it off to `bayeux` or `blackjax` etc for inference?
@CDCgov/pyrenew-devs
See also #361 #151
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Do something akin to the following for `forecasttools`:
*
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Hi everyone,
I'm working on an ODE based model (solver from diffrax) for respiratory viruses fitted on past seasons of data.
At the moment, we occasionally have maximum iteration fails during NU…
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Hi @dfm,
I am building a Gaussian process model that contains discrete variables. Here is a simplified version:
```
import matplotlib.pyplot as plt
import jax
from jax import random, lax
imp…
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```python
def new_model(freqs, invasd, data=None):
"""Reparamaterised physical model"""
f0_mu = numpyro.sample('f0_mu', dist.LogUniform(10., 400.))
f0_sigma = numpyro.sample('f0_sigma'…
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It would be desirable to create custom distributions in numpyro
The way is outlined in https://forum.pyro.ai/t/creating-a-custom-distribution-in-numpyro/3332/2
This could be used for censored di…
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## Tell us about it
When creating `InferenceData` using
```python
az.from_numpyro(...)
```
the resulting autogenerated coordinates are note very telling:
![image](https://user-images.githubuse…
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Somewhat related to #161
IHR priors and stuff are currently specified in the likelihood function directly instead of in the config json. There is room to move them into the config, although I can …
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Hello,
I am following the installation steps on anaconda3 and I get the following error:
```pytb
ERROR: Cannot install cell2location and scvi-tools because these package versions have conflicti…