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Renan Silva's Projects

artificial-intelligence-ep icon artificial-intelligence-ep

AI discipline's practical project. The purpose is build a Multilayer Perceptron (MLP) Neural Network with a hidden layer and using gradient descent as backpropagation

att-voodoo icon att-voodoo

A community-made magic mod for A Township Tale, a VR MMORPG game.

audiospectralprocessing icon audiospectralprocessing

A Sonic Computing class project to practice some core concepts of audio processing like wave editing, Fourier transform, spectrogram analysis, pass filters, IO, etc.

database-ep icon database-ep

Database discipline's practical project where we made a database model based on the specifications of a scientific events system

markov-decision-process-algorithms icon markov-decision-process-algorithms

Classical Markov Decision Process algorithms using an MDP data structure in Python and also presenting the GUBS criterion that establishes a new trade-off between cost and probability

statistic-exercise-program icon statistic-exercise-program

A practical project of the Statistic class that implements scores to students by percentage of right answers, by estimators and finally by Item Response Theory (IRT) score and Confidence Interval

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