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Matias Barandiaran's Projects

chess-local-multiplayer icon chess-local-multiplayer

This is a Chess game designed for local multiplayer gameplay created using the Java GUI package swing.

crunchy-anime-list icon crunchy-anime-list

This is a website created to get and organize information on animes stremead in Crunchyroll using MySQL, html, php, JavaScript and CSS.

frozenlake-ddq-learning icon frozenlake-ddq-learning

This repository showcases the implementation of a Double Deep Q-Learnig algorithm for the FrozenLake environment from Open AI's gym library.

ggj2024 icon ggj2024

Jester's Jest - Global Game Jam 2024

lunarlander-ppo-clip icon lunarlander-ppo-clip

This repository showcases the implementation of a PPO Clip first-order method to solve the LunarLander discrete environment

monitor-concurrency icon monitor-concurrency

This repository showcases a simple implementation of the monitor concurrent technique for multi-thread safe behaviour.

np-complete icon np-complete

This repository showcases visualizations of 2 classic np-complete problems: nqueens and knight's tour.

ogbn-products-gcn icon ogbn-products-gcn

This repository showcases a straightforward implementation of a graph convolutional neural network using PyTorch Geometric for the node property prediction task of OGBN-Products.

player-enemy-reward icon player-enemy-reward

The game consists of a simple walled environment. The player ('P') can move around the environment using the keyboard to collect different rewards ('R'). The game extension implements an enemy ('E') that uses Taxicab geometry logic to block the player's path.

quick-fit icon quick-fit

This repository showcases a quick-fit lazy coalescing malloc simulation with GUI.

recolor-cifar10 icon recolor-cifar10

This repository showcases two approaches to the coulourization task of CIFAR10 images: Auto Encoder U-Nets and Deep Conditional Generative Adversarial Networks (DCGANs).

simpsons-gan icon simpsons-gan

This repository showcases one of the most relevant generative models (built in pytorch) as of July 2023, Generative Adversarial Networks, for the generation of Simpson Faces.

space-invaders icon space-invaders

This is my attempt on a space invaders game using Java GUI, specifically the swing package.

supervised-cifar10 icon supervised-cifar10

There are plenty of ways to approach supervised learning: Some of them being Neural Networks, Convolutional Neural Networks and Residual Networks. In this repository we develop an in depth analysis of the difference between these on the CIFAR10 dataset using Jupyter Notebooks and Pytorch.

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