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It would be useful for testing numerical inference algorithms to have differentiable likelihoods in lsbi. In theory I think the whole package can swap to jax, however things like rng are quite differe…
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# High level description
Nyx uses the hyperdual representation of an orbit to compute the partial derivatives of orbital elements with respect to the Cartesian elements. At the moment, the multivar…
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### Is your feature request related to a problem? Please describe.
The [`Covariance` class](https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.Covariance.html#scipy.stats.Covariance) is…
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I am having a hard time understanding the sample output type chapter. One of the disconnects is that there are concepts that are presented before they are ever introduced (e.g. compound tasks and the …
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Currently, the `energy` method, if called on multivariate distributions (multiple columns), implements the 1-norm energy which is not strictly proper - as it is just the sum of marginal energies, and …
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we need tools function with the formulas, because I don't find them when I need them
1-dim : prob is just interval cdf(ub) - cdf(lb)
2-dim: prob of rectangle: cdf(b) - cdf(a) - cdf(d) + cdf(c) Wh…
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For multivariate distributions the CDF is defined as a single-output function, and so the quantile cannot be the inverse of the CDF. I don't know what the right name is, but I did ask https://math.st…
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companion to general and specific issues #7454, ...
List of function and classes that we have or still want to get
("currently" means merged and what I include in PR #7254 )
- `distributions.be…
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Hi,
Some of the distributions from `scipy` that you have implemented (laplace, logistic, norm) support their `.cdf` method for evaluating the cumulative distribution function. One that does not is …
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Right now we define a bunch of varients to `fit_mle` depending on if weights were passed or not.
StatsBase 0.31.1 adds `UnitWeights` where all things are equally weighted.
That means we can dispat…