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RKHS feature vectors, operators, and statistical models using JAX for automatic differentiation

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JaxRK

JaxRK is a library for working with (vectors of) RKHS elements and RKHS operators using JAX for automatic differentiation. This library includes implementations of kernel transfer operators and conditional density operators.

Installation

$ pip install jaxrk

Quick start examples

For some examples of what you can do with JaxRK, see examples/Quick_start.ipynb.

Development

To help in developing JaxRK, clone the github repo and change to the cloned directory on the command line. Then

$ pip install -e .
$ pytest test

will install the package into your python path. Changes to files in the directory are reflected in the python package when loaded.

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RKHS feature vectors, operators, and statistical models using JAX for automatic differentiation

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