Artificial Intelligence and Machine Learning
Projects developed while undertaking master degree in Electrical Engineering at Federal University of Santa Catarina for the DAS410057-41000069DO/ME (20201) - Artificial Intelligence and DAS410058-41000069DO/ME (20202) - Machine Learning courses.
Projects
Pacman Search
From berkeley cs188 project 1.
Pacman Reinforcement
From berkeley cs188 project 3.
Simple genectic algorithm
Simple function maximization using genectic algorithm.
Simple gradient descent
simple polynomial regression using gradient descent.
Fuzzy logic
Simple fuzzy logic implementation on matlab.
Neural Network with Backpropagation
Neural network with backpropagation from scratch.