Python native companion module to the graspologic library

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graspologic-native

graspologic-native is a companion library to graspologic. This module is a Python native module created by using the network_partitions crate from the same repository.

The purpose of this module is to provide a faster implementations of graph/network analysis algorithms in a native without trying to work through the troubles of releasing Rust crates and Python modules at the same time (in specific as the Python graspologic module is expected to be far more active than the Rust crates or native modules are).

The only capability currently implemented by this module is the Leiden algorithm, described in the paper From Louvain to Leiden: guaranteeing well-connected communities, Traag, V.A.; Waltman, L.; Van, Eck N.J., Scientific Reports, Vol. 9, 2019. In addition to the paper, the reference implementation provided at https://github.com/CWTSLeiden/networkanalysis was used as a starting point.

Releases

Builds are provided for x86_64 architectures only, for Windows, macOS, and Linux, for Python versions 3.6->3.12.

Build Tools

Rust nightly 1.37+ (we are currently using 1.40) The python package maturin

Please consider using graspologic in lieu of graspologic-native, as the former will contain some nice wrappers to make usage of this library more pythonic.

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Release history Release notifications | RSS feed

1.2.1

1.2.1.dev202401257658463149 pre-release

1.2.1.dev202401257658288558 pre-release

This version

1.2.1.dev202401237632992366 pre-release

1.2.1.dev202401237632510245 pre-release

1.2.0

1.1.2.dev202208012777816061 pre-release

1.1.1

1.1.1.dev202202181866660663 pre-release

1.1.1.dev202202181866646887 pre-release

1.1.1.dev202202181866626084 pre-release

1.1.1.dev202202181866606905 pre-release

1.1.1.dev202202181866538944 pre-release

1.1.1.dev202202181866530990 pre-release

1.1.1_dev202112201604093977 pre-release

1.1.0

1.1.0_dev202112161588557547 pre-release

1.1.0_dev202112151584181483 pre-release

1.1.0_dev202112081556325902 pre-release

1.1.0_dev202111161468322643 pre-release

1.1.0_dev202111161464816818 pre-release

1.1.0_dev202111161464759557 pre-release

1.1.0_dev202111151464448101 pre-release

1.0.1

1.0.1_dev202111161468718144 pre-release

1.0.1_dev202110151347129840 pre-release

1.0.1_dev202110151347123195 pre-release

1.0.0

1.0.0_dev202109021195306530 pre-release

1.0.0_dev202109021195280431 pre-release

1.0.0_dev20210701991113321 pre-release

1.0.0_dev20210518854588096 pre-release

1.0.0_dev20210518854580130 pre-release

0.2.0 yanked

Reason this release was yanked:

I made a mistake :( This is a breaking change and should be a full major version release change, not a minor.

0.2.0_dev20210514843507740 pre-release

0.2.0_dev20210513840348589 pre-release

0.1.0

0.1.0-dev20201104345947520 pre-release

0.1.0-dev20201104345884402 pre-release

0.1.0-dev20201102342384736 pre-release

0.1.0-dev20201102342315507 pre-release

0.1.0-dev20201102342057300 pre-release yanked

Reason this release was yanked:

Was renamed from `topologic-native`, but that didn't get pushed through the entire module so there was a mismatch and wouldn't allow users to actually use it

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