This article systematically summarizes the previously published articles by categorizing them into topics.

This passage will be updated permanently, adding new posts every two weeks.

About the author

About - Xiyuan Yang’s Blog You can Jump to this link for more information.

All posts!

The posts can be divided into several categories below:

• Code Basis: Basic Syntax of several programming language

  • Category Link: Categories - Code - Xiyuan Yang’s Blog

• Algorithms: Advanced Learning of Algorithms and Data Structures

  • Category Link: Categories - Algorithm - Xiyuan Yang’s Blog

• Efficient Tools: Tool usage for Computer Science and AI

  • Category Link: Categories - Efficient Tools - Xiyuan Yang’s Blog

• Project: Demonstration and Introduction of My Github Project

  • Category Link: Categories - Project - Xiyuan Yang’s Blog

• Artificial Intelligence: Research Paper Reading

  • Category Link: Categories - Artificial Intelligence - Xiyuan Yang’s Blog

Moreover, all posts ca be divided into three categories based on the completion progress.

• Finished😃: Posts that have been finished writing and will not be modified in a short term unless some mistakes are caught.

• Updating🫡: Mostly blogs with announcements, which will be updated in real time.

• Not yet Finished🤡: Posts that have not yet been finished.

Total demonstration

Updated: 2025.3.25

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❌AI-Paper-2024
❌AI-indepth-reading-AlexNet
✅Above-All
✅Algorithm-BinaryTree
❌Algorithm-Chunking
✅Algorithm-Introduction
✅Algorithm-Memo
✅Bash-commands
✅Bash-exercises
✅C-plus-plus-Primer-Plus-tutorial
✅CMake-tutorial-episode2
✅CMake-tutorial1
❌CS294-1-LLM-Reasoning
❌CS294-3-Autogen
✅Class-Inheritance
✅Code-Reuse-in-OOP
✅DataStructure-LinearList
✅DataStructure-Queue
❌DataStructure-Set
✅DataStructure-Stack
✅DataStructure-Stack-Queue-Advanced
✅DataStructure-String
✅DataStructure-Tree
✅DataStructure-Tree-Binary-Heap
✅DataStructure-Tree-Binary-Tree
✅DataStructure-Tutorial
✅Deep-Learning-Memo
✅Dynamic-Memory-and-Classes
✅Exception-Handling-in-C-plus-plus
✅Input-and-Output-in-C-plus-plus
✅Introduction-to-OOP
✅Jotting-References-and-Encapsulation-in-OOP
❌LaTeX-tutorial
✅Leetcode-Mistake-collection
✅Leetcode-Mistake-collection-1-10
✅Leetcode-Mistake-collection-11-20
✅Leetcode-Mistake-collection-21-30
✅Leetcode-Mistake-collection-31-40
✅Life-musings
✅Linked-List-Implementation-Based-on-Structs
✅Linux-Bash-Introduction
✅MYGITHUB-Lightweight-speech-recognition-conversion-model
❌Missing-Semester-Notes
✅My-Posts
✅My-WorkFlow
✅Pointers-Arrays-and-Functions
✅Pre-training-Is-Dead
✅Python-Update-Learning
✅Python-advanced-File-Management
✅Python-cheatsheet
✅Python-numpy-cheatsheet
❌Python-tutorial
❌Python-visualization
❌RL-speeches
✅Regular-Expression
❌Taking-Notes
❌Tools-Tutorial
✅Vim-tutorial

Code Basis

• Python Grammar Tutorial
• C++ Primer Plus Tutorial

Algorithm

• Data Structure
• Algorithms from MIT 6.006
• Leetcode Mistake Collection

Project

• My Github Projects

Efficient Tools

• Bash/Linux
• Methodologies
• Other developer’s Tools
  • Missing semester Notes

Artificial Intelligence

• CS294: LLM Agents

• Celebrity Speeches