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Name: Brandon Dionisio

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Brandon Dionisio's Projects

artificial-neural-network-iris-dataset

Implementation of a multi-layered neural network that classifies iris flowers based on sepal length, sepal width, petal length, and petal width. The ANN is trained using the Iris dataset and the program prompts user input.

behavior-tree-for-vacuum-cleaning-robot

Implementation for a behavior tree dictating the functionality of a vacuum cleaning robot (simple reflex agent).

constraint-satisfaction-sudoku-solver

Implementation of a Sudoku puzzle solver using a Constraint Satisfaction Problems approach that can calculate the easy, evil, and custom puzzles.

genetic-algorithm-knapsack-problem

Implementation of a genetic algorithm to solve the Knapsack Problem -- that is, find the optimal unique boxes to put in a knapsack to obtain the greatest value without going over a maximum weight of 250.

informed-search-pancake-sorting

Implementations of a A* search algorithm and an Uninformed Cost Search (UCS) algorithm to solve the Pancake Sorting Problem -- that is, order a disordered stack of different sized pancakes by flipping all pancakes above a certain depth.

naive-bayesian-classifier-airplanes-or-birds

Implementation of a Naïve Bayesian classifier that calculates and reports the probability that 10 unidentified objects belongs to one of two classes: airplanes and birds.

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