PyCID: A Python Library for Causal Influence Diagrams.
James FoxTom EverittRyan CareyEric D. LangloisAlessandro AbateMichael J. WooldridgePublished in: SciPy (2021)
Keyphrases
- influence diagrams
- causal relationships
- decision problems
- bayesian networks
- sensitivity analysis
- decision analysis
- probabilistic inference
- open source
- decision making
- programming language
- decision models
- graphical representation
- graphical models
- limited memory
- decision making under uncertainty
- causal relations
- diagnostic reasoning
- causal networks
- causal models
- belief networks
- expected utility
- optimal policy
- extensive form games
- data mining