Grant Stenger's repositories
rl-finance
CAIS++ Spring 2019 Project: Building an Agent to Trade with Reinforcement Learning
SRGAN-TreeHacks
TreeHacks 2019: Best computer vision prize and IBM’s #1 favorite health hack. Upscaling low resolution videos with a novel super resolution GAN architecture.
stock-price-analysis
This is our final project for our data analytics bootcamp. We will be analyzing stock price data (mostly large-cap U.S. equities). Predicting financial data is a famously difficult problem, so this is mostly an exercise in using some of the tools we've learned this year.
SoulboundNFTs
A Standard for Non-Transferable NFTs
ai-for-adversarial-games
Building classical minimax + alpha-beta pruning algorithms (with hardcoded heuristics for extremely complex game spaces), and beating them with modern reinforcement learning techniques.
2048-Reinforcement-Learning
AI that uses Deep Q-Learning to play 2048. Also playable in console for humans.
course-optimizer
Optimal course planner: Network flows and combinatorial optimization, Web scraping, Full-stack web app.
minimax-connect4
Quick minimax algorithm to play connect4. Practice before trying to build a chess ai.
Optimal-Allocations
On Optimal Allocations: The Math of Party Rounds
algorithms
Implementations for some algorithms and data structures I find interesting.
gan-digit-generator
Uses generative adversarial network (GAN) learning to generate images of handwritten digits based on the MNIST dataset.
imdb-web-scrapper
I bet my brother I could scrape my favorite 100 movies off IMDB in under 5 minutes.
metaplex
The Metaplex protocol
OpenAI-Gym
A playground for exploring reinforcement learning.
poker
Poker playing application built to help me improve my poker skills and to do data analytics on specific, interesting hands. Very much in progress.
to-do-list
Built a to-do list that I actually like. This project has been useful to help me continue learning HTML, CSS, JavaScript, PHP, SQL, and AJAX. This app is actually really useful for me in real life.
Voice-Recognition
Helping my sister with her project. It uses GTTS to allow the user to interact with the interface with their voice. Pretty sweet project.