Pattern Recognition and Machine Learning (PRML) focuses on traditional machine learning algorithms and their probabilistic interpretations.
Project Hub
Here I will constantly some of the projects I have been working on and the corresponding description of the projects. Currently, my interest mainly lies in the field Distributed System and Machine Learning. I am a participant for various super computing competition and I am thrilled to apply the power of supercomputer into solving some of the Machine Learning problems.
动态规划笔记整理
动态规划实在是学的让人头大，很多问题也分析的不是很清楚，感觉有必要要把学习到的知识做一个整理和归纳。学习的路径是先从课本上举的例子开始，然后会对作业的题目做一个简单回顾，后面是根据OI-Wiki上面提及的知识点的一些整理归纳。
Gaussian Distribution
高斯分布（Gaussian Distribution）是一种连续概率分布，也称为正态分布（Normal Distribution）。高斯分布的概率密度函数（Probability Density Function, PDF）为： 其中， 是均值（M...Machine Learning Quizzes
Quizzes for Maching Learning Course CS405 and CS329 at SUSTech. (Before 2024 Fall Semester)