Josh Deetz's repositories
CNN-Material-Properties
Predicting material properties using 3D images of their crystal structure and convolutional neural networks
Analysis_of_Hourly_Energy_Consumption
An attempt at time series forecasting of hourly energy consumption data.
BattleshipAIKeras
Implementing Keras to play Battleship, the board game.
bootstrap_tools
A collection of tools for calculating bootstrap statistics
BrainSizeIQ_StatisticsPractice
Some practice using various statistical tests (Students, Pearsons, Spearmans) in Python, in which I explored the relationships between brain size, IQ score, and gender
Confidence_In_USA_Education
Determining relationships between race and confidence in the educational institutions of the USA.
EssOilDB-Scraper-SQL-DB-and-Classifier
Scrape, clean, and use k-means clustering algorithm to classify invasive species from the essential oil database (http://www.nipgr.res.in/Essoildb/) based on their chemical concentrations of monoterpenes and sesquiterpenes. The request and BeautifulSoup packages were used to scrape data from the website, using SQLite to store the data in a complex database (many tables). k-means classification was implemented using numpy.
MarketAnalysisVideoGameSales
This is a short data challenge I participated in focused on analyzing the global market for video game sales.