AINN Attention
The introduction and explanation for the Basic Neural Network Transformer.
Python Pipe
The basic tutorial of using pipes in Python programming, including advanced usage. The blog also introduces the introduction of functional programming.
Factor Mining in Quantitative Investing: A Survey
This article is a survey for Quantitative factor mining, including basic concepts, methodology and factor effectiveness test
Javascripts Advanced
This article introduces advanced JavaScript syntax including DOM structure, modifying hml properties, event lister and callback-hell problem.
Javascripts Memo
This article introduces fundamental JavaScript syntax along with advanced techniques, covering DOM manipulation for HTML interaction and basic demo for frontend code.
DataStructure Awesome
Final Project: All codes for implementations and applications of several data structures, including STLite final assignment.
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.
DataStructure Graph Mathematical Basis
Introduction to graph theory algorithms, lecture notes for discrete mathematics.
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.
