Statistics is a mathematical discipline concerned with developing and studying mathematical methods for collecting, analyzing, interpreting, and presenting large quantities of numerical data. Statistics is a highly interdisciplinary field of study with applications in fields such as physics, chemistry, life sciences, political science, and economics.
Collection of follow-ups to #5827. These can/should be broken out into individual PRs. Many are relatively straightforward and would make a good first PR.
sm.tsa.arima.ARIMA works with fix_params (it should fail except when the fit method is statespace
The currently implemented version of the horseshoe distribution is not the parameterization that most ML papers use. This limits the ease of use of this as, for example, a prior in a tfp.layers.KLDivergenceAddLoss or in tfp.layers.DenseReparameterization. The regularized horseshoe would also be useful as an implemented distribution.
The alternative parameterization is shown here:
https://www.
Since the default output is meant to be human-readable, would it make sense to add thousands separators to make the output more easily readable?
Currently when you sort the list of features (or experiments) it only kept for that session and not saved. We would like to persist this sort state to local storage.
Background / Objective
Docstrings in Python are string literals that occur as the first statement in a module, function, class, or method definition.
These are some of the characteristics of a docstring: