Metadata-Version: 1.1
Name: scikit-network
Version: 0.12.1
Summary: Graph algorithms
Home-page: https://github.com/sknetwork-team/scikit-network
Author: Scikit-network team
Author-email: bonald@enst.fr
License: BSD license
Description: .. image:: https://perso.telecom-paristech.fr/bonald/logo_sknetwork.png
            :align: right
            :width: 100px
            :alt: logo sknetwork
        
        
        
        .. image:: https://img.shields.io/pypi/v/scikit-network.svg
                :target: https://pypi.python.org/pypi/scikit-network
        
        .. image:: https://travis-ci.org/sknetwork-team/scikit-network.svg
                :target: https://travis-ci.org/sknetwork-team/scikit-network
        
        .. image:: https://readthedocs.org/projects/scikit-network/badge/?version=latest
                :target: https://scikit-network.readthedocs.io/en/latest/?badge=latest
                :alt: Documentation Status
        
        .. image:: https://codecov.io/gh/sknetwork-team/scikit-network/branch/master/graph/badge.svg
                :target: https://codecov.io/gh/sknetwork-team/scikit-network
        
        
        Simple and efficient tools for the analysis of large graphs.
        
        
        * Free software: BSD license
        * Documentation: https://scikit-network.readthedocs.io.
        
        
        Quickstart
        ----------
        
        Install scikit-network:
        
        .. code-block:: console
        
            $ pip install scikit-network
        
        Import scikit-network in a Python project::
        
            import sknetwork as skn
        
        See examples in the tutorials; the notebooks are available here_.
        
        .. _here: https://github.com/sknetwork-team/scikit-network/tree/master/docs/tutorials
        
        
        =======
        History
        =======
        
        0.12.1 (2020-01-20)
        -------------------
        
        * Added heat kernel based node classifier
        * Updated loaders for WikiLinks
        * Fixed file-related issues for Windows
        
        0.12.0 (2019-12-10)
        -------------------
        
        * Added VerboseMixin for verbosity features
        * Added Loaders for WikiLinks & Konect databases
        
        0.11.0 (2019-11-28)
        -------------------
        
        * sknetwork: new API for bipartite graphs
        * new module: Soft node classification
        * new module: Node classification
        * new module: data (merge toy graphs + loader)
        * clustering: Spectral Clustering
        * ranking: new algorithms
        * utils: K-neighbors
        * hierarchy: Spectral Ward
        * data: loader (Vital Wikipedia)
        
        0.10.1 (2019-08-26)
        -------------------
        
        * Minor bug
        
        0.10.0 (2019-08-26)
        -------------------
        
        * Clustering (and related metrics) for directed and bipartite graphs
        * Hierarchical clustering (and related metrics) for directed and bipartite graphs
        * Fix bugs on embedding algorithms
        
        
        0.9.0 (2019-07-24)
        ------------------
        
        * Change parser output
        * Fix bugs in ranking algorithms (zero-degree nodes)
        * Add notebooks
        * Import algorithms from scipy (shortest path, connected components, bfs/dfs)
        * Change SVD embedding (now in decreasing order of singular values)
        
        0.8.2 (2019-07-19)
        ------------------
        
        * Minor bug
        
        0.8.1 (2019-07-18)
        ------------------
        
        * Added diffusion ranking
        * Minor fixes
        * Minor doc tweaking
        
        0.8.0 (2019-07-17)
        ------------------
        
        * Changed Louvain, BiLouvain, Paris and PageRank APIs
        * Changed PageRank method
        * Documentation overhaul
        * Improved Jupyter tutorials
        
        0.7.1 (2019-07-04)
        ------------------
        
        * Added Algorithm class for nicer repr of some classes
        * Added Jupyter notebooks as tutorials in the docs
        * Minor fixes
        
        0.7.0 (2019-06-24)
        ------------------
        
        * Updated PageRank
        * Added tests for Numba versioning
        
        0.6.1 (2019-06-19)
        ------------------
        
        * Minor bug
        
        0.6.0 (2019-06-19)
        ------------------
        
        * Largest connected component
        * Simplex projection
        * Sparse Low Rank Decomposition
        * Numba support for Paris
        * Various fixes and updates
        
        0.5.0 (2019-04-18)
        ------------------
        
        * Unified Louvain.
        
        0.4.0 (2019-04-03)
        ------------------
        
        * Added Louvain for directed graphs and ComboLouvain for bipartite graphs.
        
        0.3.0 (2019-03-29)
        ------------------
        
        * Updated clustering module and documentation.
        
        0.2.0 (2019-03-21)
        ------------------
        
        * First real release on PyPI.
        
        0.1.1 (2018-05-29)
        ------------------
        
        * First release on PyPI.
        
Keywords: sknetwork
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: BSD License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3.6
