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#### Summary:
I'm trying to easily get the `MAD_SD` for the random parameters of my model, but they seem to be missing from the `ses` list of the model for at least `stan_glmer`. Could they be added?…
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We are adding a mode for quantile regression but have one engine that already enables such prediction (using the censored regression mode).
We should allow that but make some adjustments to harmon…
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Currently, [summary](https://github.com/pyro-ppl/numpyro/blob/master/numpyro/diagnostics.py#L219) returns ordinary statistics mean/var/quantiles/n_eff for MCMC samples. It would be nice to extend that…
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The code for inverse PIT seems to assume obs is two dimensional, but I thought it should be a vector as for normal PIT (the only difference being that the values are out-turn probabilities rather than…
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Hi,
We spotted an apparent bias in the inverse cumulative poisson distribution function,
looking deeper, we found boost is generating different results when compared with scipy and statslib (https…
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### 🐛 Describe the bug
import numpy as np
import torch
data = torch.tensor(np.array([[1, 2], [3, 4], [5, 6]], dtype=np.float32))
q1 = torch.quantile(data, 0.25, dim=0) # works
data = torch.tens…
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Learn L (number of intervals) and each quantile point of unknown distribution function F.
## [code](https://colab.research.google.com/drive/1BwXO_MlslMqY4wBHrXppAb42BBP37r8H?usp=sharing)
## ref
[Qu…
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- Use ```{r message=FALSE, warning=FALSE} to suppress the warning message.
- Avoid pages-long output from printing big vectors. (chunks for `x_density`and`df3_3` and distribution 4)
- For the first …
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Hi
Posterior sampling with Messenger Pyro guides does not remove observed variables leading to huge memory use.
https://github.com/scverse/scvi-tools/blob/main/scvi/model/base/_pyromixin.py#L184
…
vitkl updated
4 months ago