Skip to main content

Graph algorithms

Project description

logo sknetwork https://img.shields.io/pypi/v/scikit-network.svg https://github.com/sknetwork-team/scikit-network/actions/workflows/ci_checks.yml/badge.svg Documentation Status https://codecov.io/gh/sknetwork-team/scikit-network/branch/master/graph/badge.svg https://img.shields.io/pypi/pyversions/scikit-network.svg

Free software library in Python for machine learning on graphs:

  • Memory-efficient representation of graphs as sparse matrices in scipy format

  • Fast algorithms

  • Simple API inspired by scikit-learn

Resources

Quick start

Install scikit-network:

$ pip install scikit-network

Import scikit-network:

import sknetwork

Overview

An overview of the package is presented in this notebook.

Documentation

The documentation is structured as follows:

  • Getting started: First steps to install, import and use scikit-network.

  • User manual: Description of each function and object of scikit-network.

  • Tutorials: Application of the main tools to toy examples.

  • Examples: Examples combining several tools on specific use cases.

  • About: Authors, history of the library, how to contribute, index of functions and objects.

Citing

If you want to cite scikit-network, please refer to the publication in the Journal of Machine Learning Research:

@article{JMLR:v21:20-412,
  author  = {Thomas Bonald and Nathan de Lara and Quentin Lutz and Bertrand Charpentier},
  title   = {Scikit-network: Graph Analysis in Python},
  journal = {Journal of Machine Learning Research},
  year    = {2020},
  volume  = {21},
  number  = {185},
  pages   = {1-6},
  url     = {http://jmlr.org/papers/v21/20-412.html}
}

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

scikit-network-0.33.1.tar.gz (1.8 MB view hashes)

Uploaded Source

Built Distributions

scikit_network-0.33.1-cp312-cp312-win_amd64.whl (2.7 MB view hashes)

Uploaded CPython 3.12 Windows x86-64

scikit_network-0.33.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (8.0 MB view hashes)

Uploaded CPython 3.12 manylinux: glibc 2.17+ x86-64

scikit_network-0.33.1-cp312-cp312-macosx_11_0_arm64.whl (2.8 MB view hashes)

Uploaded CPython 3.12 macOS 11.0+ ARM64

scikit_network-0.33.1-cp312-cp312-macosx_10_9_x86_64.whl (2.8 MB view hashes)

Uploaded CPython 3.12 macOS 10.9+ x86-64

scikit_network-0.33.1-cp311-cp311-win_amd64.whl (2.7 MB view hashes)

Uploaded CPython 3.11 Windows x86-64

scikit_network-0.33.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (8.1 MB view hashes)

Uploaded CPython 3.11 manylinux: glibc 2.17+ x86-64

scikit_network-0.33.1-cp311-cp311-macosx_11_0_arm64.whl (2.8 MB view hashes)

Uploaded CPython 3.11 macOS 11.0+ ARM64

scikit_network-0.33.1-cp311-cp311-macosx_10_9_x86_64.whl (2.8 MB view hashes)

Uploaded CPython 3.11 macOS 10.9+ x86-64

scikit_network-0.33.1-cp310-cp310-win_amd64.whl (2.7 MB view hashes)

Uploaded CPython 3.10 Windows x86-64

scikit_network-0.33.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (7.7 MB view hashes)

Uploaded CPython 3.10 manylinux: glibc 2.17+ x86-64

scikit_network-0.33.1-cp310-cp310-macosx_11_0_arm64.whl (2.8 MB view hashes)

Uploaded CPython 3.10 macOS 11.0+ ARM64

scikit_network-0.33.1-cp310-cp310-macosx_10_9_x86_64.whl (2.8 MB view hashes)

Uploaded CPython 3.10 macOS 10.9+ x86-64

scikit_network-0.33.1-cp39-cp39-win_amd64.whl (2.7 MB view hashes)

Uploaded CPython 3.9 Windows x86-64

scikit_network-0.33.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (7.7 MB view hashes)

Uploaded CPython 3.9 manylinux: glibc 2.17+ x86-64

scikit_network-0.33.1-cp39-cp39-macosx_11_0_arm64.whl (2.8 MB view hashes)

Uploaded CPython 3.9 macOS 11.0+ ARM64

scikit_network-0.33.1-cp39-cp39-macosx_10_9_x86_64.whl (2.8 MB view hashes)

Uploaded CPython 3.9 macOS 10.9+ x86-64

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