flowMC: Normalizing flow enhanced sampling package for probabilistic inference in JAX.
Kaze W. K. WongMarylou GabriéDaniel Foreman-MackeyPublished in: J. Open Source Softw. (2023)
Keyphrases
- probabilistic inference
- graphical models
- approximate inference
- bayesian networks
- belief networks
- message passing
- conditional probabilities
- probabilistic reasoning
- influence diagrams
- context specific independence
- bayesian belief networks
- weighted model counting
- bucket elimination
- efficient inference
- exact inference
- markov chain monte carlo
- elimination algorithm
- training set
- variable elimination
- small number
- image sequences
- optimal solution