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forked from IceLab-X/Mini-GP

Homemade GP codes for easy DIY and study

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wangshihong/EasyGP

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.vscode

.vscode

 
 

Multi-Fidelity

Multi-Fidelity

 
 

base_function

base_function

 
 

.DS_Store

.DS_Store

 
 

cigp_v10.py

cigp_v10.py

 
 

cigp_v12.py

cigp_v12.py

 
 

cigp_v122.py

cigp_v122.py

 
 

cigp_v124.py

cigp_v124.py

 
 

cigp_v14.py

cigp_v14.py

 
 

readme

readme

 
 

sgp.ipynb

sgp.ipynb

 
 

sgp_chs.ipynb

sgp_chs.ipynb

 
 

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A painless GP implementation library for educational purpose.

Files explanation:
sgp.ipynb: Simple GP Implementation in an hour (GP tutorial-E02)
sgp_chs.ipynb: Simple GP Implementation in an hour in Chinese (GP tutorial-E02)

cigp_v10: conditional independent GP (cigp) for multivariate output.
cigp_v12: CIGP with a given mean function
cigp_v14: CIGP with a mixture of kernels

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Homemade GP codes for easy DIY and study

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  • Python 53.4%
  • Jupyter Notebook 46.6%