Python package for causal discovery based on LiNGAM.
Takashi IkeuchiMayumi IdeYan ZengTakashi Nicholas MaedaShohei ShimizuPublished in: J. Mach. Learn. Res. (2023)
Keyphrases
- causal discovery
- linear non gaussian
- causal models
- causal relationships
- discovery process
- open source
- causal structure
- bayesian networks
- directed acyclic graph
- programming language
- observational data
- conditional independence
- markov blanket
- data mining
- special case
- causal ordering
- scripting language
- causal relations
- databases
- learning algorithm
- causal graph
- knowledge discovery
- probabilistic model