graphriccicurvature

Compute discrete Ricci curvatures and Ricci flow on NetworkX graphs.

graphriccicurvature has been downloaded 253,742 times in total on PyPI, including 10,510 in the last 30 days. The latest version is 0.6.1, released Aug 24, 2026.

Version0.6.1
Downloads
253.74k
License—
AuthorChien-Chun Ni
UpdatedAug 24, 2026

Downloads

Weekly, last 90d.
Includes CI traffic.

VersionsTotal0.*
Range
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CI traffic
Stack: OffCI: Included2 / 24 series
Selected total48.49k
253.7kAll-time
10.5kLast 30 days
504Last 24 h
<0.01/sPer second

Version distribution

Share of downloads by released version. Computed over the last quarter.

  • 01

    0.5.3.2

    12.2k downloads
    50.9%
  • 02

    0.6.1

    5.7k downloads
    23.8%
  • 03

    0.5.4

    938 downloads
    3.9%
  • 04

    0.5.3.1

    703 downloads
    2.9%
  • 05

    0.5.2.1

    674 downloads
    2.8%
  • 06

    0.6.0

    546 downloads
    2.3%
  • 07

    0.5.3

    303 downloads
    1.3%
  • 08

    0.5.1

    205 downloads
    0.9%
  • 09

    Other

    2.7k downloads
    11.3%

Guess the next day

Thirteen recent days of graphriccicurvature downloads. Drag the green handle on the right to guess where day fourteen lands.

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