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lingam

Python package for causal discovery based on LiNGAM.

lingam has been downloaded 609,038 times in total on PyPI, including 56,875 in the last 30 days. The latest version is 1.12.2, released Feb 16, 2026.

Version1.12.2
Downloads
609.04k
LicenseMIT License Copyright (c) 2019 T.Ikeuchi, G.Haraoka, M.Ide, W.Kurebayashi, S.Shimizu Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
AuthorTakashi Ikeuchi, Genya Haraoka, Mayumi Ide, Kouhei Nishikawa, Yan Zeng, Takashi Nicholas Maeda, Wataru Kurebayashi, Shohei Shimizu
UpdatedFeb 16, 2026
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Downloads

Weekly, last 90d.
Includes CI traffic.

VersionsTotal1.*0.*
Range
View
Granularity
Group by
CI traffic
Stack: OffCI: Included3 / 32 series
Selected total279.44k
609.0kAll-time
56.9kLast 30 days
3.2kLast 24 h
0.02/sPer second

Version distribution

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

  • 01

    1.12.2

    97.0k downloads
    69.4%
  • 02

    1.5.5

    18.6k downloads
    13.3%
  • 03

    1.13.0

    8.7k downloads
    6.3%
  • 04

    1.12.1

    6.5k downloads
    4.7%
  • 05

    1.11.0

    2.2k downloads
    1.6%
  • 06

    1.9.0

    1.4k downloads
    1.0%
  • 07

    1.10.0

    1.2k downloads
    0.9%
  • 08

    1.9.1

    860 downloads
    0.6%
  • 09

    Other

    3.2k downloads
    2.3%

Guess the next day

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

TRUTH3.2k1.7kWEDTHUFRISATSUNMONTUEWEDTHUFRISATSUNMON