evandietrich Goto Github PK

ai-genetic-algorithm

This program implements a solution to the backpack problem by making it as valuable as possible without exceeding the max weight, using a genetic algorithm-based approach.

ai-search-algorithms

This program implements two Informed Search methodologies using two different overall cost functions (& their accompanying heuristics).

ai-sudoku-solver

This program implements a Sudoku puzzle solver using a Constraint Satisfaction Problems approach. [BackTracking / BackJumping]

brain-computer-interface

Visualization Display for Brainwaves Captured by EEG Headset

evandietrich

evandietrich.github.io

Personal Website

heart-failure-prediction-classifer-comparison

Feature selection and predictive accuracy across clinical dataset. Classifier models used: Logistic Regression, K Nearest Neighbours, Support Vector Machine, Decision Tree, Random Forest, Neural Network, XGBoost. 95.0% predictive accuracy w/ Decision Tree Model.

naive-bayes-for-radar

This program implements a Naive Bayesian Classifier to categorize flying objects captured from radar track data into bird / aircraft classes.

neural-network-from-scratch

This program designs and implements a multi-layer neural network to classify 3 types of Iris plant. First, the program trains the ANN, and then classifies the plants based on user input/data from 'data.txt'.

quant-finance-projects

Quantitative Finance & Statistics Projects. Topics including multiple linear regression, variance and instability estimates, display methodology.