Pinned Repositories
apriori-algorithm
The Apriori algorithm detects frequent subsets given a dataset of association rules. This Python 3 implementation reads from a csv of association rules and runs the Apriori algorithm
decision-tree
Python 3 implementation of decision trees using the ID3 and C4.5 algorithms. ID3 uses Information Gain as the splitting criteria and C4.5 uses Gain Ratio
flask-app-in-docker
Simple implementation of working flask app with a database. Utilizes docker for each microservice
music-genre-recognition-cnn
Creates a Convolutional Neural Net that recognizes the genre of music by analyzing slices of a song's spectrogram
nba-playoff-pred-R
Cluster-specific logistic regression models for whether an NBA team will make the playoffs given the current statistics of that team. Specifically uses population averaged models (PA) based on generalized estimating equations (GEE); Also, uses cluster-specific (each team) random effects models
numerical-methods
Contains sample implementations in python of the following numerical methods: Euler's Method, Midpoint Euler's Method, Runge Kuttta Method of Order 4, and Composite Simpson's Rule
root-finding-methods
Utilizing root-finding methods such as Bisection Method, Fixed-Point Method, Secant Method, and Newton's Method to solve for the roots of functions
simple-file-transfer-protocol
Uses C sockets to create a simple file transfer protocol (ftp) server and client
simplified-memcache
Thread-safe cache for in-memory key-value store that can be used in C++ programs
snake-game
c++ implementation of the classic snake game using gfx library.
fritzwill's Repositories
fritzwill/root-finding-methods
Utilizing root-finding methods such as Bisection Method, Fixed-Point Method, Secant Method, and Newton's Method to solve for the roots of functions
fritzwill/decision-tree
Python 3 implementation of decision trees using the ID3 and C4.5 algorithms. ID3 uses Information Gain as the splitting criteria and C4.5 uses Gain Ratio
fritzwill/numerical-methods
Contains sample implementations in python of the following numerical methods: Euler's Method, Midpoint Euler's Method, Runge Kuttta Method of Order 4, and Composite Simpson's Rule
fritzwill/apriori-algorithm
The Apriori algorithm detects frequent subsets given a dataset of association rules. This Python 3 implementation reads from a csv of association rules and runs the Apriori algorithm
fritzwill/flask-app-in-docker
Simple implementation of working flask app with a database. Utilizes docker for each microservice
fritzwill/simple-file-transfer-protocol
Uses C sockets to create a simple file transfer protocol (ftp) server and client
fritzwill/snake-game
c++ implementation of the classic snake game using gfx library.
fritzwill/tcp-chatroom
A client and server model written in C/C++. The server hosts multiple concurrent clients. The clients can choose to message everyone in the chat or direct message certain users.
fritzwill/frogger
Replica of the game classic game Frogger using C++ and the SDL library
fritzwill/music-genre-recognition-cnn
Creates a Convolutional Neural Net that recognizes the genre of music by analyzing slices of a song's spectrogram
fritzwill/simplified-memcache
Thread-safe cache for in-memory key-value store that can be used in C++ programs
fritzwill/tcp-pong-game
Implementation of the classic game 'Pong' in C/C++. The game is played over a network, all that is needed is the binary 'netpong' on each machine
fritzwill/nba-playoff-pred-R
Cluster-specific logistic regression models for whether an NBA team will make the playoffs given the current statistics of that team. Specifically uses population averaged models (PA) based on generalized estimating equations (GEE); Also, uses cluster-specific (each team) random effects models
fritzwill/basketball-reference-scraper
Web Scraper to get the names of teams in each round of the mens NCAA march madness tournament from sports-reference for a specific year
fritzwill/data-structures-examples
Contains a variety of projects which involve the utilization of Data Structures in C++. Follows many aspects of object-oriented design through the use of classes/inheritance/polyorphism
fritzwill/ethical-computing-institute
fritzwill/helllo-world
tuttorial provided by Github
fritzwill/http-server
Uses low-level system calls related to sockets and networking to make a HTTP client and server
fritzwill/intro-cpp-examples
Collection of C++ programs written for a an intro to c++ class. Range from introductory C++ to object-oriented projects
fritzwill/player-stats-vs-opp-api
An RESTful API that allows users to obtain statistics for an individual NBA player against a specific team in the NBA. This type of data is particularly useful for daily fantasy games
fritzwill/search
Recursively searches a directory and prints items it finds based on the specified options. Implemented in C and uses low-level system calls
fritzwill/system-scripts-linux
Collection of useful scripts