Ananke: A Python Package For Causal Inference Using Graphical Models.
Jaron J. R. LeeRohit BhattacharyaRazieh NabiIlya ShpitserPublished in: CoRR (2023)
Keyphrases
- graphical models
- causal inference
- additive noise
- random variables
- belief propagation
- probabilistic model
- probabilistic inference
- abductive reasoning
- causal models
- programming language
- nonmonotonic reasoning
- conditional random fields
- rare events
- bayesian networks
- approximate inference
- discrete data
- belief networks
- structure learning
- influence diagrams
- conditional independence
- graph structure
- observational data
- conditional probabilities
- state space
- relational databases