LINFA: a Python library for variational inference with normalizing flow and annealing.
Yu WangEmma R. CobianJubilee LeeFang LiuJonathan D. HauensteinDaniele E. SchiavazziPublished in: J. Open Source Softw. (2024)
Keyphrases
- variational inference
- bayesian inference
- topic models
- gaussian process
- probabilistic model
- posterior distribution
- mixture model
- variational methods
- latent dirichlet allocation
- probabilistic graphical models
- closed form
- exponential family
- simulated annealing
- flow field
- exact inference
- graphical models
- regression model
- approximate inference
- probability distribution
- optic flow
- parameter estimation
- generative model
- information extraction