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adversarial_learning

Adversarial Learning for Credit Card Fraud Detection

austinfl2017-team18

carsapi

Work to build car value forecasts based on recent sell signals

cs6501-computervisionbasics

cs6501-deeplearning

cs6501-rnns

cs6501-softmax-classifier

ds6001-cleaning-pipeline

ds6001-pca

ds6001-time-series

gombe_chimps_ml_midterm

Work that includes outcome analysis of pairwise combinations of surveyor ratings of chimp behavior in the Gombe Stream National Park in Tanzania.

historical-weather-forecast-scraper

The goal of this project is to scrape a variety of weather forecast resources (NOAA, Wunderground, Weather.com, etc), and build up histories of their weather forecasts for a number of major cities (NYC, Chicago, etc). Once enough data is collected I can release the dataset along with some fairly interesting analysis on the relative accuracies of different weather services at certain time-outlooks (5 hours out, 1 day out, 3 days out, etc).

montyhall-simulation

Written as brute-force solution to Monty Hall

r-final-project

The R material we covered during the summer was condensed into a large final project. We were given a large amount of IMDB info on movie ratings and reviewers. From these we were tasked with getting a handle on a variety of different aspects of the data in addition to producing a presentation that lends some additional insight into the data and perhaps provides more information about predictions that can be made. We decided to do our extra analysis on the rating behavior of different age demographics both as a whole and across different movie genres.

reinforcementlearning-sushidraft

Python Implementation with State Space Exploration

sas-final-project

Work in the SAS class was condensed into a final group project that was presented. Our ultimate work for that can be found here.

sys6018-competition-house-prices

Working with Court Haworth and Ni Zhuang

sys6018-competition-titanic

Kaggle - Competition 1 - Titanic Data for Predicting Chance of Death

wikia-page-popularity-mapping

As part of an early Python project, designed a web crawler that would move through a wiki domain from a seed page out to all of the articles that it touched. Then rate the popularity of pages.

wine-taste-predictions

Part of a Python class Final Project. In a group of 3 we were tasked with identifying and