Karateclub Versions Save

What's Changed

• Modify test statement to use pytest in lieu of setuptools. by @WhatTheFuzz in https://github.com/benedekrozemberczki/karateclub/pull/119
• Update requirements to modern versions. by @WhatTheFuzz in https://github.com/benedekrozemberczki/karateclub/pull/120

New Contributors

• @WhatTheFuzz made their first contribution in https://github.com/benedekrozemberczki/karateclub/pull/119

Full Changelog: https://github.com/benedekrozemberczki/karateclub/compare/v_10303...v_10304

What's Changed

• Implemented first & second-order LINE by @LucaCappelletti94 in https://github.com/benedekrozemberczki/karateclub/pull/114

Full Changelog: https://github.com/benedekrozemberczki/karateclub/compare/v_10302...v_10303

What's Changed

• Replaced fullargsspec with signature, as it broke in my system by @LucaCappelletti94 in https://github.com/benedekrozemberczki/karateclub/pull/111
• Add get_params method to BaseEstimator by @tomlincr in https://github.com/benedekrozemberczki/karateclub/pull/112

New Contributors

• @tomlincr made their first contribution in https://github.com/benedekrozemberczki/karateclub/pull/112

Full Changelog: https://github.com/benedekrozemberczki/karateclub/compare/v_10301...v_10302

What's Changed

• docs: Fix a few typos by @timgates42 in https://github.com/benedekrozemberczki/karateclub/pull/104
• Exposed parameter maximum_number_of_iterations by @LucaCappelletti94 in https://github.com/benedekrozemberczki/karateclub/pull/106
• Pyre type error fixed. by @luca-digrazia in https://github.com/benedekrozemberczki/karateclub/pull/108
• Resolved compatibility issue with sklearn in BoostNE by @LucaCappelletti94 in https://github.com/benedekrozemberczki/karateclub/pull/107

New Contributors

• @luca-digrazia made their first contribution in https://github.com/benedekrozemberczki/karateclub/pull/108

Full Changelog: https://github.com/benedekrozemberczki/karateclub/compare/v_10300...v_10301

The release adds vector induction (inference) for all of the graph level embedding methods. Including:

Graph2Vec GL2Vec

What's Changed

• NetworkX version fixed to <2.7 - scipy sparse version change.
• Just fixed some warning of upcoming dropped features by @LucaCappelletti94 in https://github.com/benedekrozemberczki/karateclub/pull/93

New Contributors

• @LucaCappelletti94 made their first contribution in https://github.com/benedekrozemberczki/karateclub/pull/93

Full Changelog: https://github.com/benedekrozemberczki/karateclub/compare/v_10203...v_10204

Full Changelog: https://github.com/benedekrozemberczki/karateclub/compare/v_10202...v_10203

Added Wavelet Characteristic from the CIKM 2021 paper: Graph Embedding via Diffusion-Wavelets-Based Node Feature Distribution Characterization

• Weighted FEATHER algorithm.

The new release supports directed and disjoint graphs:

• Directed graph support.
• Disjoint graph support.