[COMPSCI 180] Colorize the History
OverviewThis project focuses on colorizing historical black and white images by aligning three separate color channels (red, ...[COMPSCI 180] Camera will surely fool you
Part 1: Selfie: The Wrong Way vs. The Right WayI ask my friend to help take these photos for me. Photos are taken with Apple ...All you need to know about RNN
Language ModelingLanguage modeling is the task of predicting the next word in a sequence. Pre-Neural Network Solutions: N-gra...KV Cache in one passage.
KV CacheKV Cache的存在本身是为了解决在Decoder模块中的Attention计算效率的问题：其核心思想是将Encoder模块计算得到的Key-Value对缓存起来，以便Decoder模块在计算Attention的时候直接使用缓存的K...Machine Learning Review Notes
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)
Jerry Xiao
Harry Potter
I solemnly swear that I am up to no good.｜