All about Gaussian Process

In this post I summarize everything about GP. An individual post will be organized when I felt that I got enough materials, insights, and thoughts.

At the end, I attach all other individual posts about GP or having mentioned GP.

Learning Materials

A Practical Guide to Gaussian Processes

  • 对原理的讲解很精辟,简练
  • 有实际使用建议
    • 对初始化的建议
  • 大量使用后才能体会到文章中的精髓

A Visual Exploration of Gaussian Processes

  • 即时可视化,互动
  • 讲解不如上一个链接

Zoubin Ghahramani, “A Tutorial on Gaussian Processes (or Why I Don’t Use SVMs)”, 2011.

In this post I summarize everything about GP. An individual post will be organized when I felt that I got enough materials, insights, and thoughts.

At the end, I attach all other individual posts about GP or having mentioned GP.

Learning Materials

A Practical Guide to Gaussian Processes

  • 对原理的讲解很精辟,简练
  • 有实际使用建议
    • 对初始化的建议
  • 大量使用后才能体会到文章中的精髓

A Visual Exploration of Gaussian Processes

  • 即时可视化,互动
  • 讲解不如上一个链接

Zoubin Ghahramani, “A Tutorial on Gaussian Processes (or Why I Don’t Use SVMs)”, 2011.

RelationshipsRelationships


My other individual posts

Mainly about GP

GP Mentioned

Reading Notes | PRML (Bishop 2006)

My other individual posts

Mainly about GP

GP Mentioned

Reading Notes | PRML (Bishop 2006)