Pinned Repositories
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.
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.
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.
StatiX
Statix is a Python library for making descriptive and inferential statistics accessible to your Python programs.
mattkearns's Repositories
mattkearns/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.
mattkearns/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.
mattkearns/credit-approval-prediction
Predicting whether or not a customer will be approved for a credit card based on 15 predictor variables.
mattkearns/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.
mattkearns/bank-marketing-analysis
A repository for building statistical models to evaluate a Portuguese bank's marketing efforts.
mattkearns/carpe-noctem
mattkearns/cs3240-labdemo
CS 3240 Pre-Lab 3
mattkearns/deep-neural-networks-practice
Building deep neural networks from scratch to learn about forward/backward propagation algorithms and optimizations.
mattkearns/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.
mattkearns/StatiX
Statix is a Python library for making descriptive and inferential statistics accessible to your Python programs.
mattkearns/django-website-template
A template for creating websites using the Python Django framework.
mattkearns/encryption-python
Public key and symmetric key encryption of both files and strings using python3 and crypto.
mattkearns/fintech-app
mattkearns/flask-app
Creating a simple Flask app using Python.
mattkearns/flask-bootstrap-templates
Python Flask templates styled with Bootstrap.
mattkearns/java-game-development
Guardian of the Classroom: A professor must protect his students from zombies after a science experiment goes wrong.
mattkearns/kaggle-models-public
A repository for applying machine learning algorithms to public Kaggle data sets.
mattkearns/loan-default-prediction
Predicting loan default using machine learning on Lending Club data from 2007-2011.
mattkearns/mdkearns.github.io
Personal Website for Matthew Kearns
mattkearns/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.
mattkearns/RoadRageGame
This is a simple dodger-style game created using python and pygame.
mattkearns/statistical-learning-models
This is a repository for implementing statistical learning models from scratch using the Python and Java programming languages.
mattkearns/supervised-learning-sklearn
This is a repository for applying supervised learning models to data using the scikit-learn library.
mattkearns/technical-resume-template
A free technical resume template for anyone that needs one.
mattkearns/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.
mattkearns/tweepy-tutorial
Learning tweepy from its documentation: http://tweepy.readthedocs.io/en/v3.6.0/. Work done in a Jupyter notebook.
mattkearns/unsupervised-learning-sklearn
This is a repository for applying unsupervised learning models to data using the scikit-learn library.
mattkearns/writing-samples
This repository contains several samples of my writing: research paper(s), technical memo synopsis, and my undergraduate thesis.