Metadata-Version: 2.0
Name: CWGP
Version: 1.2.1
Summary: CWGP
Home-page: https://github.com/andy971022/CWGP
Author: Andy Chen
Author-email: andy97_861022_chen@hotmail.com
License: UNKNOWN
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
Requires-Dist: autograd
Requires-Dist: scipy (>=1.5.4)

# Compositionally Warped Gaussian Processes
This package is dedicated to realizing methods used in this [paper](https://arxiv.org/abs/1906.09665).

## Tutorial

Visit [here](./examples/cwgp_beta.ipynb)

## Transformations

### Sinh-Arcsinh (sa)

`from cwgp.transformations import sa`

### Arcsinh (asinh)

`from cwgp.transformations import asinh`

### Box-Cox (box_cox)

`from cwgp.transformations import box_cox`

### Sinh-Arcsinh and Affine (SAL)

`from cwgp.transformations import sal`

## Kernels

### Ornstein-Uhlenbeck Kernel

`from cwgp.kernel import OU`

### Radial Basis function Kernel

`from cwgp.kernel import RBF`


