Skip to main content

Implementation and visualization of different swarm optimization algorithms.

Project description

swarmlib

Pypi PyPI - Python Version Pypi - Downloads Stars
PyPI - License Lint, Test, Bundle and Deploy Codecov
Chat on Gitter Donate PRs Welcome

Description

This repository implements several swarm optimization algorithms and visualizes their (intermediate) solutions. To run the algorithms one can either use the CLI (recommended) or the API.

For a list of all available algorithms and their detailed description checkout the wiki.

Installation

You can install the package with pip from pypi. Installing the library in a virtual environment is recommended:

# Create virtual environment
python3 -m venv .venv
source .venv/bin/activate

# Install the latest version of swarmlib
pip install --upgrade swarmlib

# Verify installation
swarm --version

Usage

To print all available algorithms:

swarm --help

Contribution

If you found a bug or are missing a feature do not hesitate to file an issue or to ask questions on gitter. For a more detailed guide checkout the CONTRIBUTING.md file.

Pull Requests are welcome!

Wiki

Swarmlib's wiki includes all of the documentation and more details to each algorithm. It can be found here.

Support

When you like this package make sure to star the repository. I am always looking for new ideas and feedback.

In addition, it is possible to sponsor this project via PayPal or GitHub sponsors.

Example

Particle Swarm Optimization

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

swarmlib-0.14.1.tar.gz (27.6 kB view details)

Uploaded Source

Built Distribution

swarmlib-0.14.1-py3-none-any.whl (45.9 kB view details)

Uploaded Python 3

File details

Details for the file swarmlib-0.14.1.tar.gz.

File metadata

  • Download URL: swarmlib-0.14.1.tar.gz
  • Upload date:
  • Size: 27.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.1 setuptools/51.0.0 requests-toolbelt/0.9.1 tqdm/4.54.1 CPython/3.8.6

File hashes

Hashes for swarmlib-0.14.1.tar.gz
Algorithm Hash digest
SHA256 b3fa798c2d730bff6ecff96b3078493bd2c91a52b6e83105db6f8461735a575b
MD5 87d4563a4409918499dfbf4f424a5605
BLAKE2b-256 0964513760182805c172758150ef96e49bfacf0027ce099852ca4ac8b46555f5

See more details on using hashes here.

File details

Details for the file swarmlib-0.14.1-py3-none-any.whl.

File metadata

  • Download URL: swarmlib-0.14.1-py3-none-any.whl
  • Upload date:
  • Size: 45.9 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.1 setuptools/51.0.0 requests-toolbelt/0.9.1 tqdm/4.54.1 CPython/3.8.6

File hashes

Hashes for swarmlib-0.14.1-py3-none-any.whl
Algorithm Hash digest
SHA256 8d3afa1a79b5c7121a3aab38de2c261beeeddb133692f8c67dfebaa0812c0572
MD5 420bc26bc7b4baf418c5935828b422f5
BLAKE2b-256 0a5259e31afae40db2c0b950f33dd126fb1ef9c43ff970c81e8d9fc7be30f0fe

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page