JackHCC/PKU-Lessons-Summary

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JackHCC/PKU-Lessons-Summary

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北京大学软件与微电子学院硕士生课程知识点、作业等汇总【Summary of Knowledge Points and Assignments of Peking University Integrated Circuit Major Courses】

Peking University Lessons Summary

😁Summary of Knowledge Points and Assignments of Peking University Integrated Circuit Major Courses.

北京大学软件与微电子学院硕士生课程知识点、作业、考题回忆等汇总！

课程知识点总结

Introduction to Dialectics of Nature【自然辩证法概论】
- Web
- PDF
Embedded Microprocessor System【嵌入式微处理系统】
- Web
- PDF
IC Design【集成电路设计】
- Web
- PDF
Financial Engineering【金融工程概论】
- Web
- PDF
English【英语】
- Web
- Key Sentence
Socialism【新时代中国特色社会主义】
- Web
- PDF
Natural Language Processing【自然语言处理】
- Web

课程作业

Embedded Microprocessor System Homework【嵌入式微处理系统】
IC Design Homework【集成电路设计】
Introduction to advanced technology of integrated circuit【集成电路前沿技术导论】
Computer Vision And Augmented Reality【计算机视觉与增强现实】
Natural Language Processing【自然语言处理】
Machine Learning【机器学习】

注：以上作业题解和知识点分享仅供参考学习，杜绝原封不动的搬运！

© 北京大学 JackHCC

Chinese-Text-Classification-PyTorch

中文文本分类任务，基于PyTorch实现（TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention, DPCNN, Transformer，Bert，ERNIE），开箱即用！

Audio-Digital-Processing

数字信号处理大作业：Matlab实现语音分析：加噪声，频谱分析，滤波器等等（内附报告）【Matlab for speech analysis: add noise, spectrum analysis, filter, etc】

Computer-Generated-Hologram

🎞数字全息术与计算机生成全息的计算与仿真框架【This library introduces the current production process of computer holography, and uses MATLAB and Python to record and reproduce holograms. In the future, I will build a computer hologram simulation framework or a simulation application program.】

miniGame

利用C++实现的小游戏：2048，俄罗斯方块，贪吃蛇，飞机大战[Some small games implemented in C++: 2048, Tetris , Snake, Plane War (University Programming)]

Awesome-Uplift-Model

🛠 How to Apply Causal ML to Real Scene Modeling？How to learn Causal ML？【✔从Causal ML到实际场景的Uplift建模】

Jupyter Notebook

Chinese-Keyphrase-Extraction

无监督中文关键词抽取（Keyphrase Extraction），基于统计，基于图【LDA与PageRank（TextRank， TPR， Salience Rank， Single TPR等）】，基于嵌入【SIFRank等】，开箱即用！

USTB-miniPaper

北京科技大学计算机与通信工程学院大学相关课程报告汇总[Summary of University-related Course Report of Beijing University of Science and Technology]

Chinese-Tokenization

利用传统方法（N-gram，HMM等）、神经网络方法（CNN，LSTM等）和预训练方法（Bert等）的中文分词任务实现【The word segmentation task is realized by using traditional methods (n-gram, HMM, etc.), neural network methods (CNN, LSTM, etc.) and pre training methods (Bert, etc.)】

Photo-Edit

利用pyQt5完成的GUI简易的图像编辑器，包括滤镜，亮度对比度锐化处理，旋转翻转，更改图片尺寸等操作。（内附报告）[A simple GUI editor using pyQt5, including filters, brightness contrast sharpening, rotation flipping, and changing image size. At the same time (with a report attached)]

Graduation-Design

😁【北京市优秀毕业论文】基于车辆轨迹时空数据的城市热点预测模型研究【Urban hot spot prediction model based on spatiotemporal data of vehicle trajectory】

Apriori-and-FP_Growth

数据挖掘：Apriori算法与FP-Growth算法实现对比(Data Mining: Apriori Algorithm vs. FP-Growth Algorithm)

Awesome-DL-Models

🤩Learning and reproducing classic deep learning models by using PyTorch.【Machine Learning，CV，NLP，Mutimodal，GNN，etc.】

Elimination-Game

利用pygame实现消消乐小游戏GUI界面(Use pygame to eliminate the GUI interface of music game)

SkyDream

个人动态星空网站：天文爱好者(Personal dynamic star website: astronomy enthusiasts)

Dijkstra-bjSubway

北京地铁计费系统：离散数学大作业（内附报告）[Beijing Metro Billing System: Discrete Mathematics (with report)]

Digital-Integrated-Circuit-Design

北京大学数字集成电路设计课程作业—FPGA设计【Assignment of digital integrated circuit design course of Peking University】

Routing-Algorithm

MATLAB实现路由算法基本原理（内附报告）[MATLAB realizes the basic principle of routing algorithm - mathematics experiment work (with report)]

TheAlgorithm

Matlab实现的一些数学基础算法(Some mathematical basic algorithms implemented by Matlab)

Draw-Pikaqiu

利用turtle库绘画的眨眼睛的皮卡丘~(Blinking Pikachu using the turtle library painting~)

Mini-Tools

Python实现一些小道具小功能(Python implements some small props)

Arxiv-NLP-Reporter

每日自动获取Arxiv上NLP相关最新论文【Arxiv Natural Language Processing Paper Automatic Crawl Daily】

Word-Counting

利用jieba库对中文小说进行词频统计并进行简单的正则匹配，同时验证Zipf-Law(Use the jieba library to perform word frequency statistics on Chinese novels and perform simple regular matching, and verify Zipf-Law)

flybeike

静态网页——贝壳航模(The first personal small project: static webpage - shell model)

Rec-Models

📝 Summary of recommendation, advertising and search models.【推广搜技术汇总⭐】

GUI-bjSubway

北京地铁费用系统网页版：GUI可视化界面(Beijing Metro Expense System Web Edition: GUI Visualization Interface)

KeyWord-Crawler

通过输入关键词动态爬取图片保存于本地(Dynamically crawl images by entering keywords and save them locally)

SlideShow

python照片墙设计，将爬虫获取的照片布局成爱心形状~( Python photo wall design, layout photos taken by reptiles into a love shape~)

torch2018

北京科技大学芯炬社会实践团网页模型~(Beijing University of Science and Technology Core Torch Social Practice Group webpage model~)

Quantum-Neural-Network

💫Implement Quantum Inspired Neural Network（QINN，QICNN，etc.）

BabyCare-Hardware

BabyCare项目硬件Arduino控制代码（BabyCare project Arduino hardware control code）

Web-SaferGo

SaferGo官网模型，了解产品的基本概况(SaferGo official website model to understand the basic overview of the product)

SaferGo_Service

SaferGo软件远程代码（SaferGo Software Server Code）

JackHCC

🤡 Personal Profile

Embedded-Microprocessor-System-Homework

Peking University Embedded Microprocessor System Lesson’s all Homework

API-for-PyTorch

PyTorch中文文档代码样例说明（超详细）【Example description of pytorch Chinese document code】

Correspondence-Principle-Experiment-for-LabView

Labview 实现AM调制，AMI码，HDB3，CMI，双相码以及2ASK，2FSK，2PSK和DPSK调制（内附报告）【Communication principle experiment LabVIEW realizes AM modulation, AMI code, HDB3, CMI, biphase code and 2ASK, 2FSK, 2PSK and DPSK modulation】

JackHCC.github.io

JackHCC Personal Blog

EGo1-Vivado-Lock

FPGA设计，借助Vivado和Ego1实验平台设计的密码锁【内附报告】（FPGA design, password lock designed by vivado and ego1 experimental platform [attached report]）

Computer-Vision-And-Augmented-Reality-Homework

Homework of Computer Vision And Augmented Reality Lesson

Pcode-Similarity

二进制代码相似性检测算法（Algorithm for calculating similarity between function and library function.）

NLP-Bubble

🖨 Natural Language Processing Learning Blog，a Study Bubble to recording learning.

Awesome-Binary-Code-Similarity-Detection-2021

Awesome list for Binary Code Similarity Detection in 2021

Fucking-Keng

📗 排坑索引，快速避坑指南【KengBook-a book to index errors and solutions.】

Keyphrase-Extraction

Keyphrase Extraction by using Topic PageRank（TextRank， TPR， Salience Rank， Single TPR）【基于 Topic PageRank的关键词抽取】

Tracking-Car-for-Arduino

Arduino控制八路循迹小车实现自动循迹和投放物块以及到达终点OLED屏显示【Arduino controls 8-way tracking car to realize automatic tracking, object placement and OLED screen display of the destination】

BabyBox

远程照看与数据监测及婴儿生态系统模型——比赛测试版（Remote care and data monitoring and infant ecosystem model - competition beta）

JackHCC.Toolkit

Creative.cc - JackHCC Toolkit, An efficient navigation.🛠

How-to-understand-Distribution

The basic distribution probability for Deep Learning

MoJio

🎈MoJio is a relax web~

SaferGo

SaferGo一款集成出行安全与出行便携的伴随式应用——比赛测试版（Safergo: a companion application integrating travel safety and portability -- competition test version）

iCreate-GuitarSimulator

iCreate-让创作贴近生活：模拟吉他版本（基于Coffee）【icreate - making creation close to life: simulated guitar version (based on coffee)】

DSP-for-Conv-and-FFT

DSP软件仿真实现卷积和快速傅里叶变换（FFT）加高斯白噪声（DSP software simulation of convolution and FFT with Gaussian white noise）