Giter Site home page Giter Site logo

wlamnorman / evographs Goto Github PK

View Code? Open in Web Editor NEW
1.0 1.0 0.0 369 KB

Implements the spatial Moran model on graphs: simulations and animations of the evolution

Python 100.00%
evolutionary-algorithms evolutionary-game-simulations moran-process simulation

evographs's Introduction

Evographs

This repository implements a installable package (run poetry install in root directory) called evographs which implements the spatial Moran model on a Graph class, allows for carrying out simulations and animations of the evolution of a Graph object whose nodes reproduce according to the Moran model.

Running a simulation

Running python3 -m evographs -h in the terminal while in the root directory and set parameters as per your liking to start a simulation that is then saved as an animated video that visualises the evolution of the population similarly to the video below.

The below animation for example was made using

python3 -m evographs -n_nodes 50 -n_genotypes 16 -edge_probability 0.2 -selection_intensity 0.8

evolution_simulation-1.mp4

๐Ÿชฒ known-bugs ๐Ÿ›

evographs's People

Contributors

wlamnorman avatar

Stargazers

 avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.