colehaus

`SkewMultivariateNormal` and `SkewMultivariateStudentT`

4

I have implemented versions of both of these: ```py from __future__ import annotations from typing import Union, cast import jax from jax import lax from jax import random import jax.numpy...

`jit_model_args` seems to not work with `chain_method="parallel"`

3

See the discrepancy below in the iteration durations between sequential and parallel chains. ```python import numpy as np import numpyro as ny from numpyro.infer import MCMC, NUTS import numpyro.distributions as...

`plot_lm` doesn't work with `y_model` and multidimensional `y`

3

**Describe the bug** When the `y_model` argument to `plot_lm` is used with multidimensional y, an exception is thrown instead of the appropriate plots being generated. **To Reproduce** See this notebook:...

See preliminary discussion on this issue: https://github.com/pyro-ppl/numpyro/issues/1452.

If you set `flowPath` to a globally installed `flow` without any local `flow`, this plugin still throws an error like: ``` Error: `flow` can't be found. Please either install it...

https://github.com/pmorissette/bt/blob/6a1253c13b12bc6f097b26771ff9097bf0f73995/bt/core.py#L1586 If `full_outlay` is large (because of e.g. a long-running backtest or a test scenario), `rtol=0.0` is never satisfied because `full_outlay` and `amount` differ by a minuscule amount (presumably due...

This is maybe more of a feature request than a bug report. The current `RunPeriod` `__call__` looks like: ```py def __call__(self, target): # get last date now = target.now #...

`is_array` returns `True` for instances of `np.generic`

1

I started looking at PR for https://github.com/patrick-kidger/equinox/issues/486. While doing so, I noticed another potential issue: [`is_array`'s `isinstance` check includes `np.generic`](https://github.com/patrick-kidger/equinox/blob/76a13bd100a8127c7e5176f2dee9d36c837b46ec/equinox/_filters.py#L21). This does not seem to align with the intention for...

FYI: Equinox example with variadic generics

1

This is not so much an issue as an FYI. I was going through the Equinox examples and converted the BERT one to use a variadic generics approach to typing....