cdt15 / lingam
Python package for causal discovery based on LiNGAM.
Why this job: works in the areas we cover, but does not say which job it does
What it does
LiNGAM is a new method for estimating structural equation models or linear Bayesian networks. It is based on using the non-Gaussianity of the data.
Get started
pip install lingamYou need: scikit-learn; statsmodels; itertools
- Maintenance
- Active
- Last commit 6 days ago
- Stars
- 512
- +1 this week
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v1.13.0
- Released 3 months ago
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 53% closed
- 29 still open
- Pull requests
- 123 merged
- 1 waiting
- Releases
- 30
- 4 in the last year
- Contributing guide (opens in new tab)
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 100%
Topics
- causal-discovery
- causal-inference
- causal-models
- causality
- causality-analysis
- lingam
- machine-learning
- python
Project record
- JobOther AI tools
- StatusListed
- Commits677
- Forks75
- Watching10
- Stars in 28 days+5
- CreatedAug 22, 2019
- First seen by usNov 7, 2026
- CheckedNov 8, 2026