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Miguel González Duque's Projects

adaptive_zelda icon adaptive_zelda

An experiment in Dynamic Difficulty Adjustment using Gaussian Processes and the GVGAI framework

bayesian_dungeoncrawler icon bayesian_dungeoncrawler

The web app used in the paper Fast Game Content Adaptation Through Bayesian-based Player Modelling, for the Dungeon Crawler experiment.

bayesian_sudoku icon bayesian_sudoku

A web app for Sudoku that uses Bayesian Optimization for finding a good puzzle for the player.

blendcvae icon blendcvae

Code for "Conditional Level Generation and Game Blending", EXAG 2020

board icon board

Material público para la coordinación de la traducción de las lecciones.

dot_me icon dot_me

A small python script that turns images into random dots on a white background

dtu_mlops icon dtu_mlops

Exercises and supplementary material for the machine learning operations course at DTU.

enpygma icon enpygma

An enigma-like encrypter in python. Maybe it will grow enough to become a command-line app.

equinox icon equinox

Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

finding_game_levels_paper icon finding_game_levels_paper

The code for "Finding Game Levels with the Right Difficulty in a Few Trials through Intelligent Trial-and-Error"

frogger icon frogger

:frog: Frogger! Using JavaScript and HTML5 canvas.

getoldtweets-python icon getoldtweets-python

A project written in Python to get old tweets, it bypass some limitations of Twitter Official API.

gpy icon gpy

Gaussian processes framework in python

hycore icon hycore

Code for "Rethinking the compositionality of point clouds through regularization in the hyperbolic space" (NeurIPS 2022)

intro_dgm icon intro_dgm

An Introduction to Deep Generative Modeling: Examples

lambo icon lambo

Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)

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