agaier
evolution in design and control @Autodesk research --- previously: google brain, inria, hbrs o.a.s, university of sussex
Pinned Repositories
2020_gaier_gecco
Code for Discovering Representations for Black-box Optimization (Gaier et al., GECCO 2020)
article_template
Blog Article Template
bbq
BBQ. A Tasty Front-End for PyRibs.
mapElites
Multi-dimensional Archive of Phenotypic Elites (MAP-Elites) algorithm
matNEAT
MATLAB implementation of Neuroevolution of Augmenting Topologies (NEAT)
pymap_elites
map elites python reference implementation
sail
Surrogate-Assisted Illumination (SAIL) code for general use. Includes 2D airfoil and 3D shape experiments.
sail_ecj2018
sail_gecco2017
Code used to produce results in "Data-Efficient Exploration, Optimization, and Modeling of Diverse Designs through Surrogate-Assisted Illumination (SAIL)", presented at GECCO 2017. Posted in the interest of replicability and so will not be updated. General use production code is at 'github.com/agaier/sail'. Stay tuned for 'sferes2' C++ code.
tdomino_ppsn
agaier's Repositories
agaier/bbq
BBQ. A Tasty Front-End for PyRibs.
agaier/tdomino_ppsn
agaier/article_template
Blog Article Template
agaier/pymap_elites
map elites python reference implementation
agaier/2020_gaier_gecco
Code for Discovering Representations for Black-box Optimization (Gaier et al., GECCO 2020)
agaier/3_body_problem_bot
Work in progress
agaier/agaier.github.io
Personal homepage:
agaier/Best-README-Template
An awesome README template to jumpstart your projects!
agaier/docs
GPflow documentation
agaier/GECCO_template
agaier/ghibli
Studio Ghibli colour palettes
agaier/gp_model_zoo
Literature and light wrappers for gaussian process models.
agaier/GPflow
Gaussian processes in TensorFlow
agaier/housegan
House-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout Generation
agaier/mario-gpt
Generating Mario Levels with GPT2. Code for the paper "MarioGPT: Open-Ended Text2Level Generation through Large Language Models" https://arxiv.org/abs/2302.05981
agaier/Minimal-Multimodel-Training
Minimal example of parallel model training in PyTorch.
agaier/mpl_stylesheets
Matplotlib stylesheets
agaier/OpenELM
Evolution Through Large Models
agaier/openTSNE
Extensible, parallel implementations of t-SNE
agaier/Polygonal-Map-Gen
Generating game maps on 2D grid
agaier/practical-python
Practical Python Programming (course by @dabeaz)
agaier/pyAFT
Python Airfoil Tools
agaier/pyribs
A bare-bones quality diversity optimization library.
agaier/PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
agaier/quality-diversity.github.io
Website for Quality-Diversity optimisation algorithms
agaier/sensorimotor-lenia
agaier/SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
agaier/tilegpt_article
agaier/tilegpt_web
agaier/topologicpy
The python bindings for topologic