Benjamin Hammack's repositories
intracranial-hemorrhage-detection
Jupyter notebook to analyize, transform, and predict intracranial hemorrhaging from CT scan images using a neural network.
masters-thesis-alzheimers-detection
My masters thesis where I built a model pipeline using a CNN, SVM, and a custom SMOTE oversampling technique to identify and classify Alzheimer's in brain CT scans.
budgeting-dash-app
A single page web application for keeping track of personal finances.
sunny-day-discord-bot
Baseball Discord bot that can post up-to-date scores, lineups, and home runs.
audio-MNIST-deep-learning
Using the audio MNIST dataset, deep learning is performed to accurately identify numbers being spoken.
cartpole-genetic-ai
Using OpenAI's gym environment, I create a basic genetic reinforcement learning model that solves the CartPole-v0 problem with ease.
enodo-fullstack-challenge
Fullstack Engineering Challenge created by Enodo. Details can be read on their repository. This challenge was completed using Flask, Vue.js, Element.js, and SQLite3.
from-scratch-logistic-regression
A fully-functioning logistic regression model using only python and numpy.
init-project
A collection of scripts that assist in easier Python project initialization.
lux-ai-2021
Code for submission to the Lux AI competition on Kaggle (https://www.kaggle.com/c/lux-ai-2021).
predict-at-bat-outcome
A neural network designed to predict the outcome of baseball at bats.
predictive_models_to_id_baseball_signs
A program to perform predictive analytics -- using various models -- on data simulating third-base coach signs.
baseball-spider
Library to scrape baseball data from the web for both hitters and pitchers.