Jacob Taylor Cassady's repositories
Neural-Network-Design
Notes and exercises related to the text book Neural Network Design by Martin T. Hagan, Howard B. Demuth, Mark Hudson Beale, and Orlando De Jesus.
FractalLab
A Python platform for exploring and generating mesmerizing fractal patterns. This repository provides a collection of fractal algorithms and interactive tools to help you dive into the fascinating world of fractals.
Binance-News-Sentiment-Bot
This is a fully functioning Binance trading bot that takes into account the news sentiment for the top 100 crypto feeds. If you like this project consider donating though the Brave browser to allow me to continuously improve the script.
DeepDream-WS
Work space for playing with Google's DeepDream algorithm described here: https://ai.googleblog.com/2015/07/deepdream-code-example-for-visualizing.html
ForgetMeNot-Child-Car-Seat-Reminder
The design of this system was done with the help of Mason Gardone and Raley Suter for our Electrical & Computer Engineering undergraduate capstone project.
Poker-Hand-Classifier
Neural network designed to classify a poker hand given a representation. Training and test data was taken from University of California Irvinie's Machine Learning repository: https://archive.ics.uci.edu/ml/datasets/Poker+Hand
PySQLDatabaseInterface
Database Interface for MySQL and mariadb written in Python.
Vehicle-Routing-Problem-Approximations-Using-Wisdom-of-Artifical-Crowds-with-Genetic-Algorithms
I am working on publishing a paper on approximating solutions to the Vehicle Routing Problem using Wisdom of Artificial Crowds with Genetic Algorithms. This is a continuation of work started in Professor Roman Yampolskiy's Artificial Intelligence class.
AdventOfCode
Collection of Advent of Code challenges
Autonomous-Robotics
Assignments and labs from Professor Tamer Inanc's Autonomous Robotics class.
Eigenfaces-In-Image-Classification
Why should you care about Eigenvectors? A study on the efficacy of using eigenfaces in image classification.
Annual-Reading-List
A list of things to read every year.
Best-README-Template
An awesome README template to jumpstart your projects!
Introduction-to-Python
This repository holds lecture material from an introductary python course based off the book Python Crash Course by Eric Matthes
Reading-List
A list of the most impactful books in my library. Suggestions are welcome.
Reinforcement-Learning-An-Introduction
Notes and Exercised related to the second edition of the textbook "Reinforcement Learning: An Introduction" by Richard S. Sutton and Andrew G. Barto
SchoolTemplate
A template for school including templates for notes, python projects, and cpp projects.
SocketCommunication
Examples of simple objects used to facilitate socket communication.
StatusLogger
Python Status Logger module tested on both Linux and Windows operating systems that provides file logging and colored console log operations.
UofL-Final-Undergrad-Semester
In prior semesters I have made a repository for each class. This semester I will be keeping all classes in a single repository because none of these individual classes should be as large as previous ones such as Artificial Intelligence.
VigenereCipher
VigenereCipher class written in Python. The cipher was originally developed by itialian cryptographer Giovan Battista Bellaso. Also dubbed "the indecipherable cipher."