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Is there any interest in adding `support`, `minimum`, and `maximum` methods for the multivariate distributions? `insupport` allows checking, but there are currently no methods for querying the support…
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A checklist of distributions we'd like to port from [PyTorch](https://pytorch.org/docs/stable/distributions.html):
- [x] Bernoulli
- [ ] Beta
- [ ] Binomial
- [x] Categorical
- [ ] Cauchy
- [x…
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I got quite excited about the `Soss.jl` presentation in JuliaConn 2021 that I decided to give it a go by implementing a mixture of Gaussian model. I borrowed [the example from Turing.jl](https://turin…
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## Probability Distributions Support
Would be great to have out-of-the-box support for distributions, similar to functionality provided by [TensorFlow Probability](https://www.tensorflow.org/probab…
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## 🐛 Bug
`nan` value is returned by `torch._dirichlet_grad` when using cuda device.
## To Reproduce
Steps to reproduce the behavior:
```
>>> import torch
>>> torch.set_default_tensor_typ…
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Some of the distributions are slower compared to [Randomkit](https://github.com/stygstra/rust-randomkit). Randomkit is a FFI wrapper around numpy's randomstat implementation.
e.g . See the below be…
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I am not sure if it should, but when I scale a Dirichlet non-homogeneously, it seems to no longer integrate to 1:
```python
import numpy as np
import tensorflow_probability as tfp
tfd = tfp.dist…
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- [ ] Make it easy to locate all relevant distributions.
E.g. suppose I want all continuous univariate distributions w/ support [0, +\infty)...
[MLJ](https://github.com/alan-turing-institute/MLJ.j…
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Hello, I'm trying to use quadrature to compute basic statistics for different multivariate distributions such as Dirichlet and Matrix Beta, such as the sum(x_i), variance(sum(x_i)) and mean of sqrt(su…
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Currently `ContinuousFactor` only accepts a function for the `pdf` argument. It should accept instances of distributions from `scipy.stats`.
API should look something like:
``` python
from pgmpy.fac…