Tensorflow implemention of "Compositional Pattern Producing Networks: A Novel Abstraction of Development" model"

This is the official repository for the GECCO (Genetic and Evolutionary Computation Conference, 2022) paper "A Comparative Analysis on Genome Pleiotropy for Evolved Soft Robots". This repository hosts all the code necessary to replicate the experiments. This work was carried out at Ghent University IDLab-AIRO.

Official implementation of the paper "Learning Invariance Manifolds of Visual Sensory Neurons".

An experiments with Compositional Pattern Producing Networks and Generative Adversarial Networks.

Python library to generate renderings of planets and worlds using neural networks. For Xinny.

Using PushGP to evolve Compositional Pattern Producing Networks to create art in Clojure

Generating abstract art with CPPN

Very Simple and Basic Implementation of Compositional Pattern Producing Network in TensorFlow

Hybrid Architecture Network, originally VAE+CPPN+GAN by hardmaru

i will try cppns

Deep learning using tensorflow

Generative CPPN-like neural network with latent vectors for voxel shape encoding/generation

Implementation of a (very simple) CPPN in plain JS + deeplearnjs

The supplementary code for Fossbytes blog in generating art using CPPNs