PxMCMC: A Python package for proximal Markov Chain Monte Carlo.
Augustin MarignierPublished in: J. Open Source Softw. (2023)
Keyphrases
- markov chain monte carlo
- generative model
- markov chain
- posterior distribution
- parameter estimation
- bayesian inference
- markov chain monte carlo sampling
- monte carlo
- posterior probability
- approximate inference
- particle filter
- particle filtering
- probabilistic model
- latent variables
- em algorithm
- evolutionary algorithm
- graphical models
- data association
- probability distribution