Pinned Repositories
Biconjugate-Gradient-Stabilized-Algorithm
C program that solves systems of first order linear equations using BiCGSTAB.
HeartFlow
Empowering confidence and precision in pacemaker management
helios-nasa
HELIOS: High-resolution Earth Light and Infrared Observation System
IBEHS-3A03
Biomedical Systems and Signals
IceAnalytics
Developing innovative models and algorithms to deliver probabilistic projections and novel analytics for NHL games, players, and teams.
Neural-Network-in-C
Artificial neural network (ANN) developed entirely from scratch in C.
NHL-Game-Probabilities
Machine learning model that predicts the outcome of NHL and NBA games, determining the probability of teams winning and point spreads.
NHL-Projections-2022
NHL player statistic projections for the 2022-23 NHL season. Multivariate regression was performed on data scraped from the past 16 seasons using a random forest model, and an aging curve was determined via polynomial regression.
NHL-Projections-2023
Stacked ensemble machine learning pipeline to predict statistics in professional hockey.
Reinforcement-Learning-Rocket
Using reinforcement learning and genetic programming to land a rocket at a specified point in a simulated virtual physics environment by controlling its rocket thrusts.
andrewderango's Repositories
andrewderango/NHL-Game-Probabilities
Machine learning model that predicts the outcome of NHL and NBA games, determining the probability of teams winning and point spreads.
andrewderango/NHL-Projections-2023
Stacked ensemble machine learning pipeline to predict statistics in professional hockey.
andrewderango/HeartFlow
Empowering confidence and precision in pacemaker management
andrewderango/IceAnalytics
Developing innovative models and algorithms to deliver probabilistic projections and novel analytics for NHL games, players, and teams.
andrewderango/Biconjugate-Gradient-Stabilized-Algorithm
C program that solves systems of first order linear equations using BiCGSTAB.
andrewderango/IBEHS-3A03
Biomedical Systems and Signals
andrewderango/NHL-Projections-2022
NHL player statistic projections for the 2022-23 NHL season. Multivariate regression was performed on data scraped from the past 16 seasons using a random forest model, and an aging curve was determined via polynomial regression.
andrewderango/2D-Physics-Simulator
Web application that simulates physics in two dimensions.
andrewderango/andrewderango
Profile README
andrewderango/Casino
Grade 11 final performance task. Interactive casino with 7 different games. The goal is to make as much money as possible.
andrewderango/Genetic-Optimizer
Genetic algorithm for optimization in C.
andrewderango/helios-nasa
HELIOS: High-resolution Earth Light and Infrared Observation System
andrewderango/Neural-Network-in-C
Artificial neural network (ANN) developed entirely from scratch in C.
andrewderango/Reinforcement-Learning-Rocket
Using reinforcement learning and genetic programming to land a rocket at a specified point in a simulated virtual physics environment by controlling its rocket thrusts.
andrewderango/Binomial-Distribution
This is a Binomial Distribution calculator with a Graphical User Interface (GUI) that allows users to calculate the probability of obtaining a certain number of successes within a specified range.
andrewderango/Discord-Bot
Discord bot that interacts with other discord bots and provides real-time advice for ongoing Blackjack games. Probabilities derived from 100,000 Monte Carlo simulations.
andrewderango/fashionaid
The ultimate fashion advisor.
andrewderango/IBEHS-3S03
Statistical Methods in Biomedical Engineering
andrewderango/Memory-Game
Memory-based game using Tkinter GUI
andrewderango/Minesweeper
Minesweeper game in C with a GUI using GTK.
andrewderango/Recency-Bias-in-the-NHL
Quantifying adequate recency bias to predict how an NHL player will perform in their next game using multiple and sigmoidal regression.
andrewderango/TicTacToe
TicTacToe (with GUI) against an unbeatable AI, using the Minimax algorithm and Tkinter.