Yang Zhou's repositories
Urban_Growth_Model
This model is a reimplementation of the Urban Growth Model that was developed by Clarke, Hoppen and Gaydos.
Four_models
Comparing four modeling approaches: System Dynamics, Agent-based Modeling, Cellular Automata, and Discrete Event Simulation using a SIR model as an example
Pedestrian_model
Pedestrian model
Pedestrian_Model_Krasnow
A model of pedestrains who try to leave the floor through one or two exits.
housePrice
Kaggle competition: House Prices
MachineLearning
Basic Machine Learning and Deep Learning
Rainfall_Model
This is a model of Rainfall and water runoff. It simulates the runoff of the rain. This model is inspired by the Grand Canyon Model.
DigitRecognition
Python implementations for hand written digits recognition
EventTraffic
Simulation model for the impact of events on traffic
FindWordFrequency
Find frequent words in Twitter data.
FlightChecker
simple flights checking system
GeoSearch-Tweepy
Python code, using the Tweepy and MySQLdb modules, to stream the Twitter API
GetOldTweets-python
A project written in Python to get old tweets, it bypass some limitations of Twitter Official API.
ideal-gas-law
upload
machine_learning_exercises
my solutions to machine learning exercises
movie_recommender
movie recommender using user-based collaborative filtering
mta-turnstile-cruncher
Cleans up raw data scraped from https://github.com/piratefsh/mta-turnstile-scraper
mta-turnstile-scraper
Scrape information from MTA Turnstile data + dump into SQLite db
Rainfall_Model_3D
Simple 3D rainfall model showing how elevation data can be used in NetLogo 3D.
reviews_sentiment
Sentiment Analysis on Product Reviews