A reproduction of growing neural cellular automata using PyTorch.

experimenting with differentiable models of morphogenesis 🔬 🦠

Train or evolve controllable and diverse level-generators.

🧠 Neural Cellular Automata + CLIP

This repo provides the code to replicate the experiments in the paper: Image Generation With Neural Cellular Automatas.

Official implementation of E(n)-equivariant Graph Neural Cellular Automata

This repo provides the code to replicate the experiments in the paper: Predicting Geographic Information with Neural Cellular Automata.

🦠⚡️ Neural Cellular Automata (NCA) implemented with PyTorch Lightning

combine neural nets and cellular automata

Minecraft Open-Ended Challenge 2021 Submission

Python library to facilitate experiments with Cellular Automata

This project is inspired by the paper "Growing Neural Cellular Automata" found at the link: https://distill.pub/2020/growing-ca/. The project's objective is to develop an extension of the methodology described in this paper to enable the generation of complex structures in three dimensions.

Repository of the paper Adversarial Takeover of Neural Cellular Automata

🧬 GPU-accelerated, fully parameterized neural cellular automata implemented on pure JavaScript using GPU.js

Implementation of NCAs for image generation in JAX.