Causal Discovery Toolbox: Uncovering causal relationships in Python.
Diviyan KalainathanOlivier GoudetRitik DuttaPublished in: J. Mach. Learn. Res. (2020)
Keyphrases
- causal discovery
- causal relationships
- causal models
- open source
- causal structure
- bayesian networks
- causal relations
- data mining
- markov blanket
- causal effects
- influence diagrams
- observational data
- latent variables
- fuzzy cognitive maps
- sufficient conditions
- databases
- conditional independence
- sensitivity analysis
- structural descriptions