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Orlando Ding

Orlando Ding

不积小流,无以成江海
California US
Ph.D site
30 posts
Machine Learning

Template Models for Bayesian Networks

PGM model by Daphe from stanford university based on MIT bibe
Sep 21, 2023 2 min read
Essay

Note of solving issue in MacOSX

Some painful experiences under macosx, for instance, lanuchpad resetting, incorrect user preference, etc.
Sep 21, 2023 2 min read
Reinforcement Learning

Basic model of Reinforcement Learning

Basic model for Reinforcement learning, about value function V(s), Q(s, a) function and continuation value function C(s, a)
Sep 21, 2023 1 min read
Algorithm

Collaborative Filtering for user behavior

Recommender systems are a way of suggesting like or similar items and ideas to a users specific way of thinking. Collaborative Filtering is the most important algorithm to find missing rating, or evaluate items base d on user behavior.
Sep 19, 2023 1 min read
Algorithm

Latex equation via MathJax

In order to make my blog ready for Mathematic equation, I enable MathJax in ghost via customization of core/client and theme template project. This blog is to record the critical math equation for reference purpose. * Case 1: equations with auto-numbering \begin{equation} E = mc^2 \label{myequation} \end{equation}
Sep 18, 2023 1 min read
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