Shao Sun's repositories
AI-TicketToRide
a Java AI agent to play board game ticket to ride
AI-Negotiator
a Python negotiating program getting 3rd best result in class
Economy-and-Environment-Python-Analysis
This is the final group project for STAT 3250 Data Analysis with Python taught by Professor Holt. It addresses the impact of modernization on the environment in the past since 1960. Conclusions are drawn from the analysis performed in Python. Techniques applied include: data cleaning, linear regression, and time series.
Nonparametric-Projects
9 R nonparametric projects, one of which studies the influence of education level on occupation, invovling WRS, RMD, Kruskal-Wallis, Jonchheere-Terpstra, Permutation Chi-square test, and Bootstrap Regression
AI-AStar-Pathfinder
a Java pathfinder program implemented with A* algorithm
Android-Game
an Android game
MachineLearning-NaiveBayesClassifier
a Java classification program using Naive Bayes Classifier with 78.2% Correction Rate
Regression-Project
an R project of manipulating and fittingdata into regression with 95.5% R-Square, involving Automated Selection, detecting outliers, influential observations and multicollinearity
Data-Science-Graduates-Outcome-Analysis-and-H1B-Data-Cleaning
A Self-enrichment Web Scraping Project & DOL's H1B Data Cleaning & Cross-Compare