Scott Garcia's repositories
computer_vision_aimbot
This was a script that was made to be a proof of concept against a computervision aimbot. The solution is not feasable because of limitations when it comes to processing speed. The Aimbot recognizes the face, but is not fast enough to move the cursor to a moving target.
hacked_server_binary_classification
Using the data from https://www.kaggle.com/datasets/lplenka/malicious-server-hack/data, I created a random forest model and used it for binary classification in order to predict whether or not a server will be hacked.
house_price_prediction_model
This model is a gradient boosted random forest model that uses decision tree machine learning to fill gaps in data. I created this to predict fair selling prices for houses.
kali4mac
Install any or all kali linux tools on Mac at once with this python script.
Neural_Network_Ebike_ARIMA_Projection
This is a neural network that I wrote for the Mathworks Math Modeling Challenge in 2023. The purpose of this code is to take in statistics about ebike sales and other factors that could change it. The point of the neural network is to find the weights for each factor, and thus find how much each factor impacts the ebike sales
Rust_Gambling_Simulator
I wrote this script to test different gambling strategies for the game, Rust, to attempt to maximize money in the game.
ticket_to_schoology
This was a script I wrote to forward tickets to schoology---the student service used to view clubs and classes---so that student technicians could get notified of tickets faster as they arise.