mdkearns Goto Github PK

aleph-0

Aleph-0 is a web-based search assistant that can be used to query both general and computational knowledge from the Wolfram|Alpha and Wikipedia knowledge engines.

automated-data-preprocessing

A command-line utility program for automating the trivial, frequently occurring data preparation tasks: missing value interpolation, outlier removal, and encoding categorical variables.

bank-marketing-analysis

A repository for building statistical models to evaluate a Portuguese bank's marketing efforts.

carpe-noctem

credit-approval-prediction

Predicting whether or not a customer will be approved for a credit card based on 15 predictor variables.

cs3240-labdemo

CS 3240 Pre-Lab 3

deep-neural-networks-practice

Building deep neural networks from scratch to learn about forward/backward propagation algorithms and optimizations.

django-website-template

A template for creating websites using the Python Django framework.

encryption-python

Public key and symmetric key encryption of both files and strings using python3 and crypto.

expert-system-shell

This is a rule-based logic system that uses forward- and backward-chaining algorithms to do two things: 1.) learn new rules and variable values based on those previously learned by the system, and 2.) explain its reasoning back to the user.

fintech-app

flask-app

Creating a simple Flask app using Python.

flask-bootstrap-templates

Python Flask templates styled with Bootstrap.

java-game-development

Guardian of the Classroom: A professor must protect his students from zombies after a science experiment goes wrong.

kaggle-models-public

A repository for applying machine learning algorithms to public Kaggle data sets.

loan-default-prediction

Predicting loan default using machine learning on Lending Club data from 2007-2011.

mdkearns.github.io

Personal Website for Matthew Kearns

mdn-local-library

This is a simple website built using the Django web framework and Python 3. I followed the Mozilla Developer Network (MDN) Django tutorials available on developer.mozilla.org to complete this project.

roadragegame

This is a simple dodger-style game created using python and pygame.

scientific-computing-libraries

This repository contains tutorial exercises for the following scientific computing libraries: NumPy, SciPy, Matplotlib, and Pandas. These exercises were completed using Jupyter notebooks for exhibitionary purposes.

statistical-learning-models

This is a repository for implementing statistical learning models from scratch using the Python and Java programming languages.

statix

Statix is a Python library for making descriptive and inferential statistics accessible to your Python programs.

supervised-learning-sklearn

This is a repository for applying supervised learning models to data using the scikit-learn library.

technical-resume-template

A free technical resume template for anyone that needs one.

tennis-game

This game is an arcade-style tennis game developed using Java. It is a single player game where the player battles the computer; however, the computer (AI) tracks the vertical motion of the pong ball, so the computer is unbeatable.

tweepy-tutorial

Learning tweepy from its documentation: http://tweepy.readthedocs.io/en/v3.6.0/. Work done in a Jupyter notebook.

unsupervised-learning-sklearn

This is a repository for applying unsupervised learning models to data using the scikit-learn library.

writing-samples

This repository contains several samples of my writing: research paper(s), technical memo synopsis, and my undergraduate thesis.