Andrew Fowlie

adds loguniform dist as in #1398. note - no docs yet. no docstrings in other distributions. how do I doc this? - no tests yet, I'm looking into it -...

Log Uniform distribution

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How about a Log Uniform distribution, i.e., the log of a variable is uniformly distributed. Implementation: ``` class LogUniform(dist.Uniform): def sample(self, key, sample_shape=()): shape = sample_shape + self.batch_shape sample =...

add todo and done features

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- [x] I have reviewed the [Contributor Guidelines][contributor]. - [x] I have reviewed the [Code of Conduct][coc] and agree to abide by it [contributor]: https://github.com/bats-core/bats-core/blob/master/docs/CONTRIBUTING.md [coc]: https://github.com/bats-core/bats-core/blob/master/docs/CODE_OF_CONDUCT.md This is a...

I'm slightly confused by the API. Is it possible to lazily remove and add points to KD trees constructed with the `KDTreeEigenMatrixAdaptor`? If not, is it just a missing public...

There’s some discussion in the stats lit that exp(-i/n) could be replaced by (1 - 1/n)^i, as the latter is the minimum variance unbiased estimator There are other improvements for...

arXiv now mints DOIs for articles through DataCite. The format is: ``` 10.48550/arXiv.{arXiv_ID} ``` They can be used if no publisher DOI is available for arXiv entries. I.e., I propose...

NestedSamples object, root kwarg ignored

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**Describe the bug** I'm working on master and I wanted to use the NestedSamples class with the root keyword argument. **To Reproduce** from anesthetic import NestedSamples NestedSamples(root="whatever/your/root/is") **Expected behavior** Load...

``` snap install jupyter ./configure-jupyter.wls add ``` lead to errors of the form ` [Errno 13] Permission denied: 'WolframLanguageForJupyter/UUID/wolframlanguage13.1'` the apt install jupyter worked fine.

rhat and from_emcee

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I noticed that we have a method dedicated to reading samples from emcee, and I read some of the docs about it. I’m confused though about the extent to which...

Using the hessian matrix in optimization

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### Summary Some optimization algorithms can make use of the hessian matrix, e.g., in scipy the methods Newton-CG, dogleg, trust-ncg, trust-krylov, trust-exact and trust-constr. The scipy API is like this:...