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
First you have to make sure to have jax and jaxlib installed. Please follow the JAX installation instructions depending on whether you want a CPU or GPU/TPU installation. After that you only need
$ 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 tests/
will install the package into your python path. Changes to files in the directory are reflected in the python package when loaded.