Class

Algorithm

Algorithm

Basic Algorithm

Sliding Window
Binary Search
Discretization
Basic-Algorithm-overview

DAA

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

Algorithm

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

Assignment

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

Tutorial

Tutorial-1

DSA

Priority-Queue
Fenwick
BinaryTree
B+Tree
AVL

Assignment

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

Graph

Graph-Overview

NumberTheory

Prime-Sieve

Recursion

Recursion-Binary-Tree
Recursion
递推

String

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

Computer Organization

Computer Organization Overview

Assignment

CO-Assignment-1

Assignment-1

CO-Assignment-1

Assignment-2

CO-Assignment-2

Assignment-3

CO-Assignment-3

Assignment-4

CO-Assignment-4

Lab

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

Lecture

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

Computer Vision

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

Assignment

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

Homework

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

Lecture

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

Contest

Contest-Overview

Lanqiao

Lanqiao-Train-3
Lanqiao-Train-2
Lanqiao-Train-1

Leetcode

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

Data Analysis

Data Analysis Overview

Big Data Analysis

BDA-Review
Big Data Analysis Overview

Lab

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

Lecture

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

Peoject

BDA-Project-Report
BDA-Project-Causality-Review
BDA-Causality Abstract
BDA-Survey
BDA-Proposal

Hands on Data Analysis

Hans-On-Data-Analysis-For-Everyone

Database Management System

Database Management System Overview

Application

MySQL+Redis

Assignment

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

MySQL

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

NoSQL

NoSQL-Review
Redis
Cassandra
Neo4j
NoSQL
MongoDB

RDBMS

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

Deep Learning

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

00-Basic

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

01-Linear Regression

Basic torch

02-SoftMax Regression

Softmax Regression

03-Multiple Layer Perceptron

MLP

NLP

BERT

Machine Learning

ML-Cheat-Sheet
ML-Review

Assignment

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

Lecture

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

Project

ML-pre
Comment Filtering System

Math

Math

Appreciation Of Applied Mathematics

Appreciation of AM Rubric

Diary

4.28 Math Diary
4.27 Math Diary
2.24 Math Diary
2.20 Math Diary
2.17 Math Diary

HW

AAM-HW-4
AAM-HW-3
AAM-HW-2
AAM-HW-1

Lecture

AAM-Slide Rule
03-AM-Fibonacci sequences and the Golden Ratio
02-AM-Traveling Salesman Problem
01-AM-Postman problem and graph theory

Discrete Structure

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

Assignment

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

Lecture

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

Linear Algebra

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

Number Theory

Bézout's identity
Fast Power
Inverse Element
Fermat's Little Theorem

Optimization

Lagrange Multipliers

Probability Statistics

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

Operating System

Operating System Overview

Extend

NJU OS PA0
Linux Basic Operation

Lecture

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

Programming

Program Language

C

fileoperation
Macro
Pointers
Multithreads

Cpp

Cpp-STL-Crash
Bitest
Algorithm-Library
Iota

Java

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

Lecture

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

Javascript

quick-start

Python

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

Project

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

R

R Data Structure
Basic R

Research

Read Paper Process

BioInfo

Literature Review Template
CSN-Literature-Review
CSCN
CSCN-Network-Reconstruction
CSN & cCSN & PC
CF-DNA-Data
Network Deconvolution
AlphaFold2

Ploidy

Ploidy Review
Ploidy
Calculate SE

CoT

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

DataBase

SQL and NoSQL Integration

Share

Causality Discovery
Network-Deconvolution

Tools

Tools

Conda

Conda

Docker

Docker-Alist
Docker-Ocaml-jupyter
Docker

Git

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

Regex

Regular-Expression

Shell

Shell

Web

CSS-Introduction

CSS

CSS-Introduction

Javascript

Quick-Start

Vue

Vue-Basic
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

Appreciation Of Applied Mathematics

Discrete Structure

Probability Statistics

Operating System