Class

Algorithm

Algorithm Algorithm

Basic Algorithm

Sliding Window Sliding Window
Binary Search Binary Search
Discretization Discretization
Basic-Algorithm-overview Basic-Algorithm-overview

DAA

Union-Find Union-Find
Sort Sort
Graph-algorithm Graph-algorithm
Enumeration-subset Enumeration-subset
Enumeration Enumeration
Divide-and-Conquer Divide-and-Conquer

Algorithm

Union-Find Union-Find
Sort Sort
Graph-algorithm Graph-algorithm
Enumeration-subset Enumeration-subset
Enumeration Enumeration
Divide-and-Conquer Divide-and-Conquer

Assignment

DAA-Programming-Assignment DAA-Programming-Assignment
DAA-Assignment-2 DAA-Assignment-2
DAA-Assignment-1 DAA-Assignment-1
DAA-Assignment-0 DAA-Assignment-0

Tutorial

Tutorial-1 Tutorial-1

DSA

Fenwick Fenwick
BinaryTree BinaryTree
B+Tree B+Tree
AVL AVL

Assignment

DSA-As-2 DSA-As-2
DSA-AS-1 DSA-AS-1
DSA-AS-am DSA-AS-am

Graph

Graph-Overview Graph-Overview

NumberTheory

Prime-Sieve Prime-Sieve

Recursion

递归-二叉树递归-二叉树
递归递归
递推递推

String

Manacher-Algorithm Manacher-Algorithm
String-Overview String-Overview
Z-Function Z-Function
Tire-Tree Tire-Tree
KMP KMP
Aho-Corasick Aho-Corasick

Computer Organization

Computer Organization Overview Computer Organization Overview

Assignment

CO-Assignment-1 CO-Assignment-1

Assignment-1

CO-Assignment-1 CO-Assignment-1

Assignment-2

CO-Assignment-2 CO-Assignment-2

Assignment-3

CO-Assignment-3 CO-Assignment-3

Assignment-4

CO-Assignment-4 CO-Assignment-4

Lab

CO-Lab2 CO-Lab2
CO-Lab5 CO-Lab5
CO-Lab6 CO-Lab6
CO-Lab7 CO-Lab7
CO-Lab8 CO-Lab8
CO-Lab3 CO-Lab3

Lecture

01-What is a Computer 01-What is a Computer
03-Boolean-Algebra-from-Bits-to-Logic 03-Boolean-Algebra-from-Bits-to-Logic
04-From-Transistors-to-Gates 04-From-Transistors-to-Gates
05-From-Gates-to-Circuits-I-Combinational-Circuits
06-From-Gates-to-Circuits-II-Sequential-Circuits
07-Circuit-Design 07-Circuit-Design
02-Bits Data Representation and Manipulation
08-Finite-State-Machine 08-Finite-State-Machine
09-Microarchitecture 09-Microarchitecture
10-ISA 10-ISA
11-From-Machine-Language-to-Assembly-Language

Computer Vision

CV-Project-Report CV-Project-Report
CV-Project-sildes CV-Project-sildes
Computer Vision Overview Computer Vision Overview

Assignment

CV-As-3 CV-As-3
CV-As-2 CV-As-2
CV-As-1 CV-As-1

Homework

CV-HW-3 CV-HW-3
CV-HW-2 CV-HW-2
CV-HW-1 CV-HW-1

Lecture

CV-Attention CV-Attention
CV-Generate Model CV-Generate Model
CV-Neural Network CV-Neural Network
CV-Object Detection CV-Object Detection
CV-Back Propagation CV-Back Propagation
CV-Convolutional and image filtering CV-Convolutional and image filtering
CV-Fourier Transformation CV-Fourier Transformation
CV-Normalization Methods CV-Normalization Methods
CV-Signal and Image Processing CV-Signal and Image Processing
CV-Weight Initialization CV-Weight Initialization
CV-Image Pyramid CV-Image Pyramid

Contest

Contest-Overview Contest-Overview

Lanqiao

Train-2 Train-2
Train-1 Train-1

Leetcode

Weekly-Contest-403 Weekly-Contest-403
Weekly-Contest-381 Weekly-Contest-381
Biweekly-Contest-123 Biweekly-Contest-123
Weekly-Contest-402 Weekly-Contest-402
Biweekly-contest-133 Biweekly-contest-133
Biweekly-Contest-122 Biweekly-Contest-122

Data Analysis

Data Analysis Overview Data Analysis Overview

Big Data Analysis

BDA-Review BDA-Review
Big Data Analysis Overview Big Data Analysis Overview

Lab

BDA-Lab-3 BDA-Lab-3
BDA-Lab-2 BDA-Lab-2
BDA-Lab-1 BDA-Lab-1

Lecture

BDA-Stream Data BDA-Stream Data
BDA-Advertising BDA-Advertising
BDA-Clustering BDA-Clustering
BDA-DGIM BDA-DGIM
BDA-Find Similar Items BDA-Find Similar Items
BDA-Link Analysis BDA-Link Analysis
BDA-MapReduce BDA-MapReduce

Peoject

BDA-Project-Report BDA-Project-Report
BDA-Survey BDA-Survey
BDA-Proposal BDA-Proposal

Hands on Data Analysis

Hans-On-Data-Analysis-For-Everyone Hans-On-Data-Analysis-For-Everyone

Database Management System

Database Management System Overview Database Management System Overview

Application

MySQL+Redis MySQL+Redis

Assignment

NoSQL-As-1 NoSQL-As-1
NoSQL-As-2 NoSQL-As-2
RDBMS-As-1 RDBMS-As-1
RDBMS-As-2 RDBMS-As-2
RDBMS-As-3 RDBMS-As-3

MySQL

01-Basic-MySQL 01-Basic-MySQL
02-Cross-table-Query 02-Cross-table-Query
03-Join 03-Join
04-Aggregation 04-Aggregation
05-Data-Definition 05-Data-Definition
06-Data-Modification 06-Data-Modification
07-Null-Subquery 07-Null-Subquery
08-Set-Operation-&-Where-Subquery 08-Set-Operation-&-Where-Subquery
09-Division-and-Correlated-Subquery 09-Division-and-Correlated-Subquery
10-Advanced-SQL 10-Advanced-SQL

NoSQL

NoSQL-Review NoSQL-Review
Redis Redis
Cassandra Cassandra
Neo4j Neo4j
NoSQL NoSQL
MongoDB MongoDB

RDBMS

01-Entity-Relationship-Model-Modeling 01-Entity-Relationship-Model-Modeling
02-Entity-Relationship-Model-Constraints
03-Entity-Relationship-Model-Extended-Features
04-Design-Issues 04-Design-Issues
05-Logical-Design 05-Logical-Design
06-Key-Concept 06-Key-Concept
07-Relational-Database-Design-Purpose-&-First-Normal-Form
08-Relational-Database-Design-Functional-Dependency
09-Relational-Database-Design-BCNF 09-Relational-Database-Design-BCNF
10-Relational-Database-Design-3rd-Normal-Form
Courier Station Information Management System
DBMS-Review DBMS-Review

Deep Learning

Prompting Engineering Techniques Prompting Engineering Techniques
Fine-Tuning Fine-Tuning
Deep Learning Deep Learning
Activation Function Activation Function
Prompting and In Context Learning Prompting and In Context Learning
Attention Attention

00-Basic

Dropout Dropout
Loss Function Loss Function
Gradient Descent Gradient Descent
K Cross Verified K Cross Verified
Softmax and Argmax Softmax and Argmax
Activation Function Activation Function
Overfitting and Underfitting Overfitting and Underfitting

01-Linear Regression

Basic torch Basic torch

02-SoftMax Regression

Softmax Regression Softmax Regression

03-Multiple Layer Perceptron

MLP MLP

NLP

BERT BERT

Machine Learning

ML-Cheat-Sheet ML-Cheat-Sheet
ML-Review ML-Review

Assignment

ML-As-5 ML-As-5
ML-As-2 ML-As-2
ML-As-4 ML-As-4
ML-As-3 ML-As-3
ML-As-1 ML-As-1

Lecture

ML-Regression ML-Regression
ML-Distance Measure ML-Distance Measure
ML-Cluster Distance Measure ML-Cluster Distance Measure
ML-Hierarchical Clustering ML-Hierarchical Clustering
ML-K Means ML-K Means
ML-Expectation Maximization ML-Expectation Maximization
ML-Mean Shift Algorithm ML-Mean Shift Algorithm
ML-Density Estimation ML-Density Estimation
ML-Probability and Bayesian Perspective ML-Probability and Bayesian Perspective
ML-Evaluation of Classifiers ML-Evaluation of Classifiers
ML-Dimensionality Reduction ML-Dimensionality Reduction
ML-SVM ML-SVM
ML-Bayesian Estimation ML-Bayesian Estimation
ML-Cross Validation ML-Cross Validation
ML-Navie Bayes ML-Navie Bayes
ML-Statistical Learning ML-Statistical Learning

Project

ML-pre ML-pre
Comment Filtering System Comment Filtering System

Math

Math Math

Discrete Structure

Discrete Mathematics Tutorial Discrete Mathematics Tutorial
Discrete Mathematics Assignment-8 Discrete Mathematics Assignment-8
Discrete Mathematics Assignment-7 Discrete Mathematics Assignment-7
Discrete Mathematics Assignment-6 Discrete Mathematics Assignment-6
Discrete Mathematics Assignment-3 Discrete Mathematics Assignment-3
Discrete Mathematics Assignment-2 Discrete Mathematics Assignment-2
Discrete Mathematics Assignment-5 Discrete Mathematics Assignment-5

Assignment

Discrete Mathematics Tutorial Discrete Mathematics Tutorial
Discrete Mathematics Assignment-8 Discrete Mathematics Assignment-8
Discrete Mathematics Assignment-7 Discrete Mathematics Assignment-7
Discrete Mathematics Assignment-6 Discrete Mathematics Assignment-6
Discrete Mathematics Assignment-3 Discrete Mathematics Assignment-3
Discrete Mathematics Assignment-2 Discrete Mathematics Assignment-2
Discrete Mathematics Assignment-5 Discrete Mathematics Assignment-5

Lecture

boolean-expressions boolean-expressions
counting-principles counting-principles
functions-sequence-and-summations functions-sequence-and-summations
graph-theory graph-theory
logic-circuits logic-circuits
propositional-equivalence propositional-equivalence
propositional-logic propositional-logic
relation relation
representing-graph-and-connectivity representing-graph-and-connectivity
sets-and-n-tuple sets-and-n-tuple
tree tree

Linear Algebra

Eigen-Decomposition-Review Eigen-Decomposition-Review
Linear Transformations Linear Transformations
Orthogonality Orthogonality
Vector Space Vector Space
Eigenvalues and Eigenvectors Eigenvalues and Eigenvectors
Product Product
Matrix Operation Matrix Operation
Judgment Judgment

Optimization

Lagrange Multipliers Lagrange Multipliers

Probability Statistics

Poisson-Distribution-Midterm-Pre Poisson-Distribution-Midterm-Pre
Chi-Square-Tests Chi-Square-Tests
Probability-Theory Probability-Theory
Hypothesis-Testing-Two-Population Hypothesis-Testing-Two-Population
Hypothesis-Testing-Single-Population Hypothesis-Testing-Single-Population
Confidence-Interval Confidence-Interval

Operating System

Operating System Overview Operating System Overview

Extend

NJU OS PA0 NJU OS PA0
Linux Basic Operation Linux Basic Operation

Lecture

01-Operating System Introduction 01-Operating System Introduction
02-Operating System Structure 02-Operating System Structure
03-Process 03-Process
04-Threads 04-Threads
05-CPU Scheduling 05-CPU Scheduling
06-Process Synchronization 06-Process Synchronization
07-Main Memory 07-Main Memory
08-Virtual Memory 08-Virtual Memory
09-File System Interface 09-File System Interface
10-File System Implementation 10-File System Implementation

Programming

Program Language Program Language

C

Macro Macro
Multithreads Multithreads
Pointers Pointers
fileoperation fileoperation

Cpp

Algorithm-Library Algorithm-Library
Bitest Bitest
Iota Iota
Map Map
Priority-Queue Priority-Queue

Java

Abstract Methods and Classes Interfaces Abstract Methods and Classes Interfaces
Array and Generics Array and Generics
Creating Java Classes Creating Java Classes
Exception Handling Exception Handling
Inheritance Inheritance
Java Introduction Java Introduction
Java Programming Essentials Java Programming Essentials
Unified Modeling Language Unified Modeling Language

Lecture

Abstract Methods and Classes Interfaces Abstract Methods and Classes Interfaces
Array and Generics Array and Generics
Creating Java Classes Creating Java Classes
Exception Handling Exception Handling
Inheritance Inheritance
Java Introduction Java Introduction
Java Programming Essentials Java Programming Essentials
Unified Modeling Language Unified Modeling Language

Javascript

quick-start quick-start

Python

Beautiful Soup Beautiful Soup
Datetime Datetime
Matplotlib Matplotlib
Numpy Numpy
Pandas Pandas
Python Basic Python Basic
Python Environment Management Python Environment Management
Python Exceptions Python Exceptions
Regular Expression Regular Expression
python-environment-management python-environment-management
python-exceptions python-exceptions

Project

BilibiliVista BilibiliVista
Data-Programming-Workshop Data-Programming-Workshop
Movie-Data-Analysis Movie-Data-Analysis
System-Design-Specification System-Design-Specification

R

Basic R Basic R
R Data Structure R Data Structure

Research

Read Paper Process Read Paper Process

BioInfo

CSN & cCSN & PC CSN & cCSN & PC
CF-DNA-Data CF-DNA-Data
AlphaFold2 AlphaFold2

Ploidy

Ploidy Review Ploidy Review
Ploidy Ploidy
Calculate SE Calculate SE

CoT

CoT-Reading-List CoT-Reading-List
CoT Individual Report CoT Individual Report
CoT Individual Report Script CoT Individual Report Script
CoT-Decoding CoT-Decoding

DataBase

SQL and NoSQL Integration SQL and NoSQL Integration

Share

Causality Discovery Causality Discovery
Network-Deconvolution Network-Deconvolution

Tools

Tools Tools

Conda

Conda Conda

Docker

Docker Docker

Git

Git-Tip Git-Tip
Git-Remote-Repository Git-Remote-Repository
Git-For-Beginners Git-For-Beginners
Git-Introduction Git-Introduction
Git-Workflow-Model Git-Workflow-Model

Regex

Regular-Expression Regular-Expression

Shell

Shell Shell

Web

CSS-Introduction CSS-Introduction

CSS

CSS-Introduction CSS-Introduction

Javascript

Quick-Start Quick-Start

Vue

Vue-Basic Vue-Basic
Vue-Application Vue-Application

Table Of Contents

Basic Algorithm

Computer Organization

Computer Vision

Big Data Analysis

Hands on Data Analysis

Database Management System

01-Linear Regression

02-SoftMax Regression

03-Multiple Layer Perceptron

Machine Learning

Discrete Structure

Probability Statistics

Operating System