The introduction and explanation for the Basic Neural Network Transformer.

Several website recommendations for command line interface usage, including fruitful technical blog and courses, and several specific guidelines for tool usage like vim and tmux, etc. This blog also i

Initial plan and learning materials for learning large language models from scratch.

This blog introduces the basic tutorial for scraping, including the basic usage of bs4 and requests module, and a small demo for scraping contents for other's technical blog.

My Github project - Scripts for monitoring GPU usage on remote machine via feishu bot.

Tutorial for Pythonic: the introduction of functional programming and its philosophy

This article introduces advanced Python programming concepts, including Pythonic style, metaprogramming, functional programming, and more.

A basic tutorial for several advanced package manager, including pip, venv, uv and conda.

My Github project: Quick-GPT, a fast and user-friendly CLI LLM calling command using just one command!

Tutorials on managing import paths when programming in Python with multiple files, including understanding import priority, absolute imports, and relative imports.

Introduction to architecture design patterns in Python, with several announcement of advanced Python programming.

Basic introduction to CI&CD in software engineering, including demonstration of my own blog post automation.

The basic tutorial of using pipes in Python programming, including advanced usage. The blog also introduces the introduction of functional programming.

Tutorials for Tensor Board in torch.utils.tensorboard

This article is a survey for Quantitative factor mining, including basic concepts, methodology and factor effectiveness test

This article introduces advanced JavaScript syntax including DOM structure, modifying hml properties, event lister and callback-hell problem.

This article introduces fundamental JavaScript syntax along with advanced techniques, covering DOM manipulation for HTML interaction and basic demo for frontend code.

Final Project: All codes for implementations and applications of several data structures, including STLite final assignment.

Initial try for LLM evaluating on gsm8k dataset.

My Github project - Code Line counter.

Integral cheatsheet for poor freshman.

Several algorithms to solve SCC problems, including Kosaraju and Tarjan Algorithms, with its applications.

Tutorial for basic conception of Internet in WSL and ways to fix DNS pollution problem in WSL, including several tools to check internet.

This Blog introduces AOE and AOV networks, with its applications using DFS and topological order.

This article introduces the basic principles and specific operations of SSH, as well as an introduction to network security and cryptography.

Several algorithms to solve SSSP problems, including DAG, Bellman-Ford algorithms and Dijkstra algorithms.

Minimum Spanning Trees in the Graph, including prim and kruskal algorithms.

Survey on AI coding agents: advancements, challenges, and future directions in software engineering.

Introduction to graph theory algorithms, including the lecture notes of data structure and discrete mathematics.

This article introduces the basic implementation and applications of the Union-Find data structure, including LCA (Lowest Common Ancestor) problems and maze generation.