Fargasht

Fargasht is a simple program to simulate evolution in nature using neural networks and machine learning

Use

first clone the repository

git clone https://github.com/Null-byte-00/Fargasht/

enter directory

cd Fargasht

create a virtual enviroment

virtualenv venv

activate virtual enviroment

windows(Powershell):

.\venv\script\activate.ps1

linux:

source venv/bin/activate

Install requirements

pip install -r requirements.txt

run the simulator

python main.py

How it works?

first you run the program you'll see 100 planktons randomly moving around. each of these creatures have their own neural network. but their brain connections are completely random so they are moving randomly. after each generation all the population dies. but those who are on the right side of the screen have a chance to mate and create the next generation
here is generation zero

and here is generation 91

as you can see the planktons' brains have evolved to go to the right side of the screen