Math Integral Cheatsheet
Integral cheatsheet for poor freshman.
DataStructure Graph SCC
Several algorithms to solve SCC problems, including Kosaraju and Tarjan Algorithms, with its applications.
WSL Proxy
Tutorial for basic conception of Internet in WSL and ways to fix DNS pollution problem in WSL, including several tools to check internet.
DataStructure Graph AOE and AOV Network
This Blog introduces AOE and AOV networks, with its applications using DFS and topological order.
Secure Shell and Encryption
This article introduces the basic principles and specific operations of SSH, as well as an introduction to network security and cryptography.
DataStructure Graph SSSP Problem
Several algorithms to solve SSSP problems, including DAG, Bellman-Ford algorithms and Dijkstra algorithms.
DataStructure Graph MST Problem
Minimum Spanning Trees in the Graph, including prim and kruskal algorithms.
Agents in Coding: A Survey
Survey on AI coding agents: advancements, challenges, and future directions in software engineering.
DataStructure Graph Introduction
Introduction to graph theory algorithms, including the lecture notes of data structure and discrete mathematics.
DataStructure Disjoint Set
This article introduces the basic implementation and applications of the Union-Find data structure, including LCA (Lowest Common Ancestor) problems and maze generation.
Python Environment Modules Tutorial
An advanced tutorial focusing on several modules of environment management in Python.
Python Threadings
This blog explains the basic concepts related to Python threads, including GIL, multithreading, multiprocessing, and asynchronous programming.
Docker Tutorial
This article will introduce the basic principles of Docker and provide a quick tutorial for getting started.
DataStructure B and B Plus Tree
This blog introduces B-trees and their application in external storage data retrieval.
Profiling and Debugging
Profiling and Debugging for Lecture Notes of Missing Semester, mainly focused on Python debugging.
DataStructure Segment Tree
This article focuses on the classic interval query and modification algorithm, the segment tree.
My Multi-Agents
My preliminary exploration of the multi-agent framework, including camel-ai and autogen.
DataStructure Hash Table
This blog introduces common hash tables and hash functions, as well as several methods for resolving hash collisions. Finally, it discusses the usage of dynamic lookup tables in STL.
ImageNet and ILSVRC
A detailed explanation of the mathematical principles of convolutional neural networks.
Modern C++
This blog focuses on more advanced modern C++ features,including std::move, type inference, smart pointer and other.
