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
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal1.*0.*
Range
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Granularity
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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
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0169.4%
1.12.2
97.0k downloadsDownloads97.0k69.4% - 0213.3%
1.5.5
18.6k downloadsDownloads18.6k13.3% - 036.3%
1.13.0
8.7k downloadsDownloads8.7k6.3% - 044.7%
1.12.1
6.5k downloadsDownloads6.5k4.7% - 051.6%
1.11.0
2.2k downloadsDownloads2.2k1.6% - 061.0%
1.9.0
1.4k downloadsDownloads1.4k1.0% - 070.9%
1.10.0
1.2k downloadsDownloads1.2k0.9% - 080.6%
1.9.1
860 downloadsDownloads8600.6% - 092.3%
Other
3.2k downloadsDownloads3.2k2.3%
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Thirteen recent days of lingam downloads. Drag the green handle on the right to guess where day fourteen lands.