GitHub - Schobs/Mini-GP: Homemade GP codes for easy DIY and study

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Homemade GP codes for easy DIY and study

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Name		Name	Last commit message	Last commit date
Latest commit History 28 Commits
.vscode		.vscode
Multi-Fidelity		Multi-Fidelity
base_function		base_function
data		data
utils		utils
.DS_Store		.DS_Store
cigp_dkl.py		cigp_dkl.py
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
gpdm_v1.py		gpdm_v1.py
landmark_cigp.py		landmark_cigp.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_dkl: CIGP with deep kernel learning (DKL), which pass the input X through a NN before reaching a normal GP.
cigp_v12: CIGP with a given mean function
cigp_v14: CIGP with a mixture of kernels

landmark_cigp: CIGP for landmark localization example