Unpin pandas version

What's Changed

• Modify test statement to use pytest in lieu of setuptools. by @WhatTheFuzz in #119
• Update requirements to modern versions. by @WhatTheFuzz in #120

New Contributors

• @WhatTheFuzz made their first contribution in #119

Full Changelog: v_10303...v_10304

1.3.3. First and second order LINE

What's Changed

• Implemented first & second-order LINE by @LucaCappelletti94 in #114

Full Changelog: v_10302...v_10303

1.3.2. Minor fixes and setup changes

What's Changed

• Replaced fullargsspec with signature, as it broke in my system by @LucaCappelletti94 in #111
• Add get_params method to BaseEstimator by @tomlincr in #112

New Contributors

• @tomlincr made their first contribution in #112

Full Changelog: v_10301...v_10302

1.3.1. Minor fixed and parameter expositions

What's Changed

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

New Contributors

• @luca-digrazia made their first contribution in #108

Full Changelog: v_10300...v_10301

1.3.0 Graph level embedding inference engines

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

Graph2Vec
GL2Vec

1.2.4 Remove error messages and fix NX dependency

What's Changed

• NetworkX version fixed to <2.7 - scipy sparse version change.
• Just fixed some warning of upcoming dropped features by @LucaCappelletti94 in #93

New Contributors

• @LucaCappelletti94 made their first contribution in #93

Full Changelog: v_10203...v_10204

Pandas fix to below 1.3.5

Full Changelog: v_10202...v_10203

Wavelet Characteristic CIKM 2021

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

Weighted FEATHER

• Weighted FEATHER algorithm.

Directed graphs and disjoint graphs

The new release supports directed and disjoint graphs:

• Directed graph support.
• Disjoint graph support.