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https://github.com/technote-space/genetic-algorithms-py

Genetic Algorithm
https://github.com/technote-space/genetic-algorithms-py

genetic-algorithm openai-gym

Last synced: 2 months ago
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Genetic Algorithm

Host: GitHub
URL: https://github.com/technote-space/genetic-algorithms-py
Owner: technote-space
License: mit
Created: 2020-07-24T16:11:03.000Z (over 4 years ago)
Default Branch: master
Last Pushed: 2022-12-26T21:35:39.000Z (about 2 years ago)
Last Synced: 2024-10-05T13:41:21.372Z (3 months ago)
Topics: genetic-algorithm, openai-gym
Language: Python
Homepage:
Size: 16.6 MB
Stars: 3
Watchers: 3
Forks: 1
Open Issues: 2
Metadata Files:
- Readme: README.md
- Contributing: .github/CONTRIBUTING.md
- Funding: .github/FUNDING.yml
- License: LICENSE
- Code of conduct: .github/CODE_OF_CONDUCT.md
- Codeowners: .github/CODEOWNERS

Awesome Lists containing this project

README

        # Genetic Algorithms

## Table of Contents

Details

- [Setup](#setup)

- [Run](#run)

- [Play](#play)

  - [Task](#task)

- [Linter](#linter)

- [Docker](#docker)

  - [Build Docker Image](#build-docker-image)

  - [Run](#run-1)

## Setup

```shell script

curl -L 'https://raw.githubusercontent.com/technote-space/python-setup/master/bin/setup.sh' | bash -s -- 3.7.7 ga

# source ~/.bash_profile

# source ~/.zshrc

pipenv install -d

```

## Run

```shell script

python src/app.py [task]

```

## Play

```shell script

python src/app.py -p [task]

```

### Task

#### Santa Fe Trail

`santa-fe-trail`

[Wikipedia](https://en.wikipedia.org/wiki/Santa_Fe_Trail_problem)

![Santa Fe Trail](https://raw.githubusercontent.com/technote-space/genetic-algorithms-py/images/santa-fe-trail.gif)

#### Cart Pole

`cart-pole`

[Environment](https://github.com/openai/gym/wiki/CartPole-v0)

![Cart Pole](https://raw.githubusercontent.com/technote-space/genetic-algorithms-py/images/cart-pole.gif)

* [Generated Source Code](./samples/cart-pole)

* [Generated Algorithm](./samples/cart-pole/packages/algorithm.py)

#### Mountain Car

`mountain-car`

[Environment](https://github.com/openai/gym/wiki/MountainCar-v0)

![Mountain Car](https://raw.githubusercontent.com/technote-space/genetic-algorithms-py/images/mountain-car.gif)

* [Generated Source Code](./samples/mountain-car)

* [Generated Algorithm](./samples/mountain-car/packages/algorithm.py)

## Linter

lint

```shell script

pipenv run lint

```

format

```shell script

pipenv run format

```

## Docker

### Build Docker Image

```shell script

docker build -t ga:latest .

```

### Run

```shell script

docker run ga:latest [task]

```