neural-cellular-automata

There are 3 repositories under neural-cellular-automata topic.

• chenmingxiang110 / Growing-Neural-Cellular-Automata

  A reproduction of growing neural cellular automata using PyTorch.

  cellular-automataconway-s-game-of-lifedeep-learningneural-cellular-automataneural-networks
  Language:Python 225

• Mayukhdeb / differentiable-morphogenesis

  experimenting with differentiable models of morphogenesis :microscope: :microbe:

  pytorchneural-cellular-automatapytorch-implementation
  Language:Jupyter Notebook 44

• smearle / control-pcgrl

  Train or evolve controllable and diverse level-generators.

  deep-learningevolutionary-algorithmsneural-cellular-automataquality-diversityreinforcement-learning
  Language:Python 39

• Mainakdeb / text-2-cellular-automata

  :brain: Neural Cellular Automata + CLIP

  cellular-automataneural-cellular-automatapytorch
  Language:Jupyter Notebook 28

• chenmingxiang110 / VAE-NCA

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

  cellular-automatacellular-automatonneural-cellular-automatadeep-learningimage-generation
  Language:Jupyter Notebook 23

• gengala / egnca

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

  collective-intelligenceequivariant-networksgeometric-deep-learninggeometric-graphsgraph-neural-networksneural-cellular-automata
  Language:Jupyter Notebook 21

• chenmingxiang110 / NCA_Prediction

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

  cellular-automataneural-cellular-automata
  Language:Jupyter Notebook 16

• erikhelmut / neural-cellular-automata

  combine neural nets and cellular automata

  medmnistneural-cellular-automatamachine-learningneural-networks
  Language:Jupyter Notebook 10

• nmichlo / lightning-nca

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

  neural-cellular-automatapytorchtorchpytorch-lightningnca
  Language:Python 10

• TheoLvs / abio

  Python library to facilitate experiments with Cellular Automata

  cellular-automataneural-cellular-automataartificial-life
  Language:Jupyter Notebook 8
• hybrid-nca-evocraft

  hugcis / hybrid-nca-evocraft

  Minecraft Open-Ended Challenge 2021 Submission

  cellular-automataevolutionminecraftneural-cellular-automataopen-endedopen-ended-evolution
  Language:Python 7

• LetteraUnica / neural_cellular_automata

  Repository of the paper Adversarial Takeover of Neural Cellular Automata

  adversarial-machine-learningneural-cellular-automataregeneration
  Language:JavaScript 7

• LuisBoto / NeuralCellularAutomata

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

  automatacellular-automataconways-game-of-lifeneural-cellular-automataneural-networkneural-patterns
  Language:JavaScript 1

• miltonllera / jax-growing-ncas

  Implementation of NCAs for image generation in JAX.

  deep-learninggenerative-modeljaxneural-cellular-automataneural-network
  Language:Python