Cellular Automata Python Packages

cellpylib

A library for working with Cellular Automata, for Python.

365K 245 39

dprs

Directed percolation and related models implemented in Rust and wrapped in Python

2K 1 1

dissmodel

A modular Python framework for spatially explicit dynamic modeling, Cellular Automata, and System Dynamics.

2K 11 3

cax

Cellular Automata Accelerated in JAX (Oral at ICLR 2025)

974 271 22

ruleflow

A Python research framework and terminal-based IDE (RuleFlow Studio) for modeling, evolving, and analyzing discrete complex systems like ECA and SSS.

922 13 1

pytorchfire

GPU-accelerated wildfire simulator with differentiable cellular automata in PyTorch, supporting real-time parameter calibration via gradient descent

879 6 4

pyaccell

A GPU Accelerated Cellular Automata Library

363 3 0

micro-traffic-sim

gRPC server for MicroTrafficSim

254 2 0

seeds

Stochastic Cellular Artificial Life Simulator

238 20 3

apgman

apgman: APGsearch MANager

224 2 0

geoca

A Python module for CA models based on geo-raster data

223 0 0

pyseagull

A Python Library for Conway's Game of Life

207 189 32

stateshaper

Create a memorized array of unlimited numbers from a small seed. The output can be tokenized and used in code to derive values. Useful for synthetic data, personalization, world building and more.

176 1 0

pyterrgen

Procedural map generation with cellular automata in Python

166 3 0

ndautomata

Multidimensional cellular automata in Python.

153 2 0

cellpylib3d

An extension of CellPyLib, enabling 3d cellular automaton

137 13 1

pycells

Cellular Automata using bit-operations in python

104 3 0

cellopype

A reactive pipeline of DataFrames, built from executable cells

101 0 0

netomaton

Automata on arbitrary networks, with Python

98 67 14

gameoflife-ndimage

Uses numpy and scipy.ndimage to quickly simulate arbitrary rulesets for nearest-neighbours cellular automata. Can generate videos and images of the results via ffmpeg-python and pillow.

77 3 0

fastlife

Experimenting with C code and Python bindings

73 2 0

pixelflow-rc

GPU texture reservoir computing — fragment-shader cellular automata with linear readouts for image classification and PDE solving. Honest benchmarks, CPU/OpenGL/CUDA backends.

72 5 0

xentica

GPU-accelerated engine for multi-dimensional cellular automata

56 31 3

pycax

A more general Python Cellular Automata with multi-dimensions and multi-cell type mix

51 26 5