kylestahl
Data scientist. Passionate about machine learning, AI, optimization, simulation, and mathematically modeling the real world to solve problems.
Minnesota
Pinned Repositories
blackjack-simulation
Simulating the casino game Blackjack and analyzing a few different card counting/betting strategies
bracketology
A package for analyzing NCAA march madness tournament data
Computer-Vision-Tutorial
Tutorials of implementing computer vision in python at 3 different levels of difficulty.
congress-tweets
LDA on tweets by 115th Congress in 2018
Draft-Kings-Optimization
Optimizing your fantasy football auction draft strategy
drug-spending
Project to understand pharmaceutical spending, currently focused on US government programs.
econAI
Exploring the AI Economist package from Salesforce
fantasyfootball
Automated Player selection for daily fantasy football
interview-prep-app
An App created with wxPython to randomly select interview questions
roulette-simulation
Simulating the casino game Roulette and a comparing a few popular strategies
kylestahl's Repositories
kylestahl/bracketology
A package for analyzing NCAA march madness tournament data
kylestahl/Draft-Kings-Optimization
Optimizing your fantasy football auction draft strategy
kylestahl/roulette-simulation
Simulating the casino game Roulette and a comparing a few popular strategies
kylestahl/blackjack-simulation
Simulating the casino game Blackjack and analyzing a few different card counting/betting strategies
kylestahl/Computer-Vision-Tutorial
Tutorials of implementing computer vision in python at 3 different levels of difficulty.
kylestahl/congress-tweets
LDA on tweets by 115th Congress in 2018
kylestahl/drug-spending
Project to understand pharmaceutical spending, currently focused on US government programs.
kylestahl/econAI
Exploring the AI Economist package from Salesforce
kylestahl/fantasyfootball
Automated Player selection for daily fantasy football
kylestahl/interview-prep-app
An App created with wxPython to randomly select interview questions
kylestahl/kylestahl
Config files for my GitHub profile.
kylestahl/modeling-examples
Gurobi modeling examples
kylestahl/newscraper
Bias detection in the news. Back and front end for areyoufakenews.com
kylestahl/nfldb
A library to manage and update NFL data in a relational database.
kylestahl/pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
kylestahl/Smart-Predict-Optimize
kylestahl/Spark-Demo
Files used for the spark demo on my website. PySpark and Sparklyr
kylestahl/Stock-Portfolio-Optimization
Using MVPT to create a minimal risk stock portfolio
kylestahl/TCandJA-analysis
Unbiased analysis, summary, and breakdown of the Tax Cuts and Jobs Act that passed in the U.S. Congress in 2017
kylestahl/TensorFlow-Book
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.