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2d_classifier

The goal of this classifier is to construct a linear line to separate 2 colors of points on a plane

compliment-bot

Telegram bot that delivers random compliments when you attempt to communicate with it.

hangman

Learning Python

homepage

A personal homepage with easy access to frequently used links

messaging_app

Messaging app with personalized keyboard. Used for communication in self-fabricated language using personal alphabet. App utilized Google Firebase with Firestore as database.

multivariate_bayes_classifier

A Multivariate_Bayes_Classifier to determine flower species based on sepal and pedal data

nn_for_electrolyzer

Dynamic Modeling of Proton Exchange Membrane Electrolyzers comparing kNN and a neural network as regression methods.

nn_for_iris_classification

Neural Network from scratch in MATLAB to classify specifies of Iris Flowers.

nn_for_mexican_hat

Neural Network to approximate Mexican Hat Function

optdigits_estimator_comparisons

Built 4 separate estimators and compared results. PCA was utilized to improve computational time.

pca_and_clustering

Using PCA to perform dimension reduction on images of digits (0-9) and then using clustering to identify digits

registration_app

This app assigns identification numbers to individuals who can then be charged money or removed from the program. This is a basic exercise in creating and editing Excel files with Python.

rl-connected-corridors

rl-sumo-agent

Train a DQN (reinforcement learning) agent to drive through a set of traffic lights most efficiently

rl-sumo-agent-matlab

self-driving-connected-corridors

DQN Agent training to drive a corridor of traffic lights by controlling vehicle velocity. Custom Python gym environment as well as neural network are build into one Jupyter notebook.

solidworks_linkeddimensions

Using python to edit dimension in Solidworks

weather_app

A weather app using Flutter