miguelgondu

minimal_VAE_on_Mario

A minimal VAE trained on Super Mario Bros levels.

minimal_vae_on_selfies

A minimal implementation of a VAE on molecules, encoded as SELFIES

sc2reaper

A tool for extracting data from sc2replays using pysc2.

voronoi_me

A Python script for modifying images using Voronoi tessellations

bayesian_dungeoncrawler

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

bo_pr

Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization

bounce

Code for the paper "Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces"

generalrepytivity

Some algorithms in general relativity, implemented in python using sympy.

bayesian_sudoku

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

blog_gatsby

My blog using Gatsby

blog_hugo

BowlingKata

Bowling Kata in Python

dtu_mlops

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

equinox

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

examples_in_thesis

Some examples/scripts for plots in my dissertation

finding_game_levels_paper

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

HyCoRe

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

lambo

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

Mario_plays_on_a_manifold

Experiments with VAEs for (semantically-coherent) level creating in Super Mario Bros.

mol_ga

Simple, lightweight package for genetic algorithms on molecules

molskill

Learning chemical intuition from humans in the loop. Supporting code.

past_blog

My personal blog

poli

Protein Objective LIbrary

pvae

code for "Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders".

pyscreener

pythonic interface to virtual screening software

reduce

Reduce - tool for adding and correcting hydrogens in PDB files

scikit-learn

scikit-learn: machine learning in Python

StyleSwin

[CVPR 2022] StyleSwin: Transformer-based GAN for High-resolution Image Generation

TDC

Therapeutics Data Commons: Artificial Intelligence Foundation for Therapeutic Science

walk-jump

Official repository for discrete Walk-Jump Sampling (dWJS)