Metadata-Version: 2.1
Name: CWGP
Version: 1.2.4
Summary: CWGP
Home-page: https://github.com/andy971022/CWGP
Author: Andy Chen
Author-email: andy97_861022_chen@hotmail.com
License: UNKNOWN
Description: # 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`
        
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
