https://github.com/belkakari/cellular-automata-pytorch
A reproduction and tweaking of Growing Neural Cellular Automata
https://github.com/belkakari/cellular-automata-pytorch
cellular-automata deep-learning differentiable-programming pytorch
Last synced: 4 months ago
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A reproduction and tweaking of Growing Neural Cellular Automata
- Host: GitHub
- URL: https://github.com/belkakari/cellular-automata-pytorch
- Owner: belkakari
- Created: 2020-02-21T07:01:12.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2020-02-27T11:39:58.000Z (over 6 years ago)
- Last Synced: 2025-04-27T06:34:47.598Z (about 1 year ago)
- Topics: cellular-automata, deep-learning, differentiable-programming, pytorch
- Language: Python
- Homepage:
- Size: 13.1 MB
- Stars: 18
- Watchers: 2
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# cellular-automata-pytorch
WiP
An attempt to recreate the results of [Growing Neural Cellular Automata
](https://distill.pub/2020/growing-ca/) and go beyond
Related:
* [Growing Neural Cellular Automata](https://distill.pub/2020/growing-ca/)
* [Cellular automata as convolutional neural networks](https://arxiv.org/abs/1809.02942)
* [Growing Cellular Automata Pytorch Repo](https://github.com/PWhiddy/Growing-Neural-Cellular-Automata-Pytorch?files=1)
## HOWTO
### Install
```
git clone https://github.com/belkakari/cellular-automata-pytorch.git
cd cellular-automata-pytorch && pip install -r requirements.txt
```
### Run training
```
python train.py -c ./configs/train.yaml
```