Jacob Nathaniel Mazurkiewicz's repositories
RecoveringSleepingBandit
A Novel Multi-Arm Bandit Optimization Implementation using reinforcement learning in Python for selecting Notifications.
FoodClassification
A web application using deep learning and GPT transformers to identify and chat about fruits and vegetables
OperationsResearchQuadrotor
A simulation of a quadrotor using non-linear and linear control mechanisms.
Connectivity
An implementation of the connectivity algorithm in an undirected graph
Data-Visualization-Final-Project
A Project Analyzing the Top Spotify Songs Dataset with Data Visualizations
EntityResolution
An Entity Resolution project deploying a doctor-to-grant XGBoost classifier using Vector Search with HNSW Graphs
LargestFirstGraphColoring
An implementation of the largest-first graph coloring algorithm in C++
Non-Profit-Language-Processing
A Service based project optimizing Bethlehem Haven's (Local Non-Profit) Social Media through Natural Language Processing and Statistical Tests
Reinforcement_Learning_Algorithms
Custom implementations of RL algorithms that can solve complex tasks like Atari games
Food-Accessibility
A data visualization project highlighting some key insights about food availability from the Food Access Research Atlas
HouseRegression
A Data Science Notebook for the Kaggle Competition 'House Prices - Advanced Regression Techniques'
Web-Scraping-UFC
A Web Scraping and Data Visualization Project with UFC Fighters