mwilchek
Data Scientist by profession, active Ph.D. student in Computer Science (Currently, hold an Active Top Secret Clearance)
@uscensusbureau @usdhs @usarmyresearchlabWashington, D.C.
Pinned Repositories
Automating-GIS-Quality-Analysis
This is a repo to hold related python programs to automate quality analysis with large geo-spatial datasets.
dc-crime-analysis
Final project for GWU DATS 6401 - Data Visualization of Complex Data
Deep-Learning
This is a repo for Deep Learning content used in grad school
DeepRacer-2020
AWS 2020 re:Invent DeepRacer Competition work and GWU Cloud Computing Project
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
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
Repo for playing around an AWS Elastic Map Reduce (EMR) cluster
HPC-Examples
Repo from graduate data science course on HPC with Lustre/SLURM
Stock-Modeling
Machine Learning Project on Predicting any Stock
mwilchek's Repositories
mwilchek/Automating-GIS-Quality-Analysis
This is a repo to hold related python programs to automate quality analysis with large geo-spatial datasets.
mwilchek/DeepRacer-2020
AWS 2020 re:Invent DeepRacer Competition work and GWU Cloud Computing Project
mwilchek/dc-crime-analysis
Final project for GWU DATS 6401 - Data Visualization of Complex Data
mwilchek/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
mwilchek/Hadoop-Testing
Repo for playing around an AWS Elastic Map Reduce (EMR) cluster
mwilchek/HPC-Examples
Repo from graduate data science course on HPC with Lustre/SLURM
mwilchek/Python-Web-Scraping
Web Scraping to Attempt to Identify Sex Trafficking
mwilchek/Deep-Learning
This is a repo for Deep Learning content used in grad school
mwilchek/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
mwilchek/Stock-Modeling
Machine Learning Project on Predicting any Stock
mwilchek/Administrative-Automation-Scripts
This is a repo for holding scripts related to automating certain administrative tasks in a workplace.
mwilchek/Application-Account
This is a repo for holding files related to maintaining account management for an application made from Java.
mwilchek/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.
mwilchek/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.
mwilchek/Application-Account_v4
This is a repo for an updated Login Java Application that tests Graph, Heap and the Google API more
mwilchek/Data-Mining
This is a repo for holding experimented data mining scripts using R and Python.
mwilchek/Experiment-TensorFlow-Recurrent-Neural-Network-Training
This is a repo for an updated script I made for experimenting with TensorFlow to train a recurrent neural network.
mwilchek/f20_adv_nlp
mwilchek/Final-Project-Group10
Final Project for GWU Deep Learning - Emotional Recognition
mwilchek/Generate-Fake-Data
Repo for scripts related to generating fake data for train/test algorithms and data analysis.
mwilchek/Machine-Learning-I
Repo for my graduate Machine Learning I work/research
mwilchek/meetupapi
Use the Meetup API in R
mwilchek/mwilchek.github.io
This is the repo holding my personal website:
mwilchek/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.
mwilchek/pygubu
A simple GUI designer for the python tkinter module
mwilchek/Python-Threading
This is a repo that holds a working example of multi-thread programming in python 2.7
mwilchek/Restaurant-Gift-Card-Lookup-App
This is the final project application I made for my advance java programming class.
mwilchek/Socket-Programming
Repo of examples for socket programming
mwilchek/tensorflow
Computation using data flow graphs for scalable machine learning
mwilchek/torch7
http://torch.ch