Junxiao Zhao's repositories
Physical-Informed_Neural_Network
Utilized PINNs to fit 1D curves and 2D Burgers' Equation
Mock_ChatPDF
A package answering questions relating to given PDF files with the help of ChatGPT
A-Share_Market_Crawler
A crawler to download stocks' data in A-Share Market
AddressBookGUI
An Address Book GUI and its Design Patterns
Air_Ticket_Reservation_System
Air Ticket Reservation System
KKBox_Music_Recommendation_System
WSDM - KKBox's Music Recommendation Challenge
SGX-web_crawler
A web crawler to download files from SGX
Starbucks_Customer_Data
An analysis and visualization of Starbucks Customer Data
AddressBook
An Address Book which keeps track of contacts’ names, phones and their email addresses
ATM_Machine
A simulated ATM Machine that keeps track of bank accounts and transactions
Best_Independent_Set_Problem
Solving by iterative deepening and hill climbing with random restart
ChatGPT_Prompt_Engineering
Codes of ChatGPT Prompt Engineering for Developers
Convolutional_Neural_Networks
Codes of Professor Andrew Ng's Convolutional Neural Networks
Davis-Putnam
Davis-Putnam algorithm for solving a simple form of an adventure game
Encyclopedia_of_Math_Knowledge_points
Using GPT4, identify math knowledge points containing in the user input, and list them with their corresponding IDs.
face_extractor_from_files
A script to extract face images from PDF/MS WORD files
HTML_and_CSS_in_depth
Codes from Meta's course: HTML and CSS in depth
Improving_Deep_Neural_Networks
Codes of Professor Andrew Ng's Improving Deep Neural Networks Course
Introduction_to_Front-End_Development
Codes from Meta's course: Introduction to Front-End Development
Job_Change_of_Data_Scientists
Kaggle - HR Analytics: Job Change of Data Scientists
Joke_explanation_evaluation
Evaluate the joke explanations from different open source LLMs
Leetcode-practice
Practice and Notes of Leetcode
Naive_Bayes_Classifier
This is a simple Naive Bayes Classifier to classify biographies
Neural_Networks_and_Deep_Learning
Codes of Professor Andrew Ng's Neural Networks and Deep Learning Course
Numerical_Analysis_Codes
Numerical Analysis Codes
Programming_with_JavaScript
Codes from Meta's course: Programming with JavaScript
Sequence_Models
Codes of Professor Andrew Ng's Sequence Models
Simplified_Unix_Shell
Simplified Unix Shell
US10YR_Crawler
A crawler that downloads US10YR historical data