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Matt Wilchek's Projects

aifh icon aifh

Artificial Intelligence for Humans

application-account icon application-account

This is a repo for holding files related to maintaining account management for an application made from Java.

application-account_v2 icon application-account_v2

This is an updated repo fo the original Application-Account repo but with additional data structure testing and a local MongoDB implementation to write and read data.

application-account_v3 icon application-account_v3

This is an updated repo fo the original Application-Account repo but with additional methods to read data from an excel document and load the data in a table view GUI that can be queried.

application-account_v4 icon application-account_v4

This is a repo for an updated Login Java Application that tests Graph, Heap and the Google API more

data-mining icon data-mining

This is a repo for holding experimented data mining scripts using R and Python.

deep-learning icon deep-learning

This is a repo for Deep Learning content used in grad school

deepracer-2020 icon deepracer-2020

AWS 2020 re:Invent DeepRacer Competition work and GWU Cloud Computing Project

differential-privacy-synthetic-pii icon differential-privacy-synthetic-pii

Material for the publication "Synthetic Differential Privacy Data Generation for Revealing Bias Modelling Risks" in IEEE Security, Privacy, and Anonymity in Computation, Communication, and Storage (IEEE SpaCCS) 2021

generate-fake-data icon generate-fake-data

Repo for scripts related to generating fake data for train/test algorithms and data analysis.

gmapsfx icon gmapsfx

Java API for using Google Maps within a JavaFX application.

gwu_project.analyzingclimatechange icon gwu_project.analyzingclimatechange

In this analysis of climate change, we investigate the linear relationship between global average temperature and time. We use linear regression to establish this relationship.

hadoop-testing icon hadoop-testing

Repo for playing around an AWS Elastic Map Reduce (EMR) cluster

hpc-examples icon hpc-examples

Repo from graduate data science course on HPC with Lustre/SLURM

introtods_project1 icon introtods_project1

Repo for holding related data to Project 1 and using it as a Shiny app(R Files)

network-protocol-final-project icon network-protocol-final-project

This is a repo for our Network Protocol & Architecture graduate course. The work in this repo explores applying XAI methodologies, primarily DoWhy and SHAP on a Network Traffic dataset from the IP layer, found on Kaggle.

nodeproject icon nodeproject

Side-project for learning node.js for web site development/management.

object-detection-with-imu icon object-detection-with-imu

Test repo that contains code to be run from an NVIDIA Jetson Orin Nano, Arduino Nano 33 Sense board, and a webcam for object detection

pygubu icon pygubu

A simple GUI designer for the python tkinter module

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