#graph #matrix #probability #clustering #sequencing

markov-flow

Graph analysis utilizing (adjacency) matrix calculations based on flows through a Markov chain

1 unstable release

0.3.2 Oct 10, 2022
0.3.1 Aug 11, 2022
0.3.0 Jun 3, 2022
0.2.0 Jun 2, 2022
0.1.0 May 20, 2022

#2306 in Algorithms

41 downloads per month

MIT AND BSD-2-Clause

22KB
321 lines

Markov flow

Markov chain steady-state calculations with applications in clustering and sequencing.

Changelog

[0.3.2] - 2022-10-10

Changed

  • nalgebra dependency update to ^0.31.2.

[0.3.1] - 2022-08-11

Fixed

  • MarkovFlow object now uses correctly parsed adjacency matrix instead of input.

[0.3.0] - 2022-06-03

Added

  • Sequencing functionality. Exposed via sequence() or the sequence module.

[0.2.0] - 2022-06-02

Added

  • Clustering functionality. Exposed via cluster() or the cluster module.

[0.1.1] - 2022-06-01

Changed

  • Slight additions and improvements to the MarkovFlow struct.

[0.1.0] - 2022-05-19

Added

  • Basic Markov flow calculations.

Dependencies

~3MB
~57K SLoC