Algorithm-Memo
Memo for several frequently used algorithms and data sturctures.
DataStructure-Stack-Queue-Advanced
Several advanced usage of stack, including the increasing stack, increasing queue and the recursive simulation of stack.
Algorithm-BinaryTree
This blog introduces Binary Tree, with several operations of O(logn) complexity. The blog then introduces AVL tree. This is my own lecture notes for MIT 6.006, Introduction to algorithms.
Deep Learning Memo
This blog records the writer's learning process of building and training neural networks by hand practically, including some tips, insights and memos.
Taking-Notes
Sharing my own experiences of taking notes during lectures and how to maximize the effectiveness from taking notes into the acquirement of knowledge.
Pre-Training-Is-Dead?
This blog focuses on the speech delivered by Ilya Sutskever in Neurips 2024, which discussed the future of scaling law and pre-training method, as well as the future directions of AI development.
CS294-3-Autogen
This Blog introduces Autogen, which is developed by Microsoft, an multi-agent framework.
Python-Numpy-Cheatsheet
This Blog focuses on the most frequently used python modules numpy, regarding its basic usage and several applications.
Bash_commands
This blog concisely introduces common Bash commands, including grep, awk and explains how to adhere to the core Linux philosophy "KISS principle" when automating file processing in Linux.
CS294-1-LLM-Reasoning
This Blog introduces LLM reasoning, from introducing LLMs with intermediate steps to analogical reasoning and self-consistency. Then this blog introduces limitations and several papers related.
DataStructure-Tree-Binary-Tree
This Blog introduces several basic knowledge of binary Tree, including the linked implementation and its applications of calculating expressions and using Huffman Tree to minimize loss while coding.
DataStructure-Tree
This article introduces fundamental knowledge about tree data structures, including the key concept of hierarchy in trees, the strict standard definition of trees, and declaration of abstract base cla
Regular-Expression
The basic usage of Regular Expression and the powerful application of Regex in String matching and coding.
DataStructure-String
This article introduces sequential and linked implementation of string and some basic string-matching algorithms including KMP algorithms.
Lightweight-Speech-Recognition-Conversion-Model
My Github project - A Vosk-based Chinese-English bilingual speech recognition Python Application.
Vim-Tutorial
This guide covers Vim's essential commands, modes, and shortcuts for efficient text editing, helping beginners and advanced users master its core features.
Python-Cheatsheet
This Blog focuses on the basic grammatical usage of Python. Please ensure you are familiar at at least one programming language such as C.
Linux-Bash-Introduction
In this blog, you will first learn what the Linux is and begin to explore Bash, along with its powerful applications in Linux. You can also try writing some Bash scripts to achieve automation.
Tools-Tutorial
In this article, you will learn a set of methodologies that teach you how to master the use of tools through practical approaches, while continuously improving your skills through ongoing practice.
