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
Free software: BSD license
Documentation: https://scikit-network.readthedocs.io
Quick start
Install scikit-network:
$ pip install scikit-networkImport 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}
}
Release files for scikit-network 0.33.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| scikit_network-0.33.3.tar.gz | 1.8 MB | Details |
Built distributions (wheels)
Total release size: 121.8 MB
Release files / scikit_network-0.33.3.tar.gz
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| Size | 2.8 MB |
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| Download URL | scikit_network-0.33.3-cp39-cp39-macosx_10_9_x86_64.whl |
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| Size | 2.8 MB |
| Tags | CPython 3.9 macOS 10.9+ x86-64 |
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