approxposterior: Approximate Posterior Distributions in Python.
David P. FlemingJake VanderPlasPublished in: J. Open Source Softw. (2018)
Keyphrases
- posterior distribution
- latent variables
- probability distribution
- parameter estimation
- bayesian framework
- bayesian learning
- posterior probability
- maximum a posteriori
- variational inference
- hyperparameters
- metropolis hastings
- markov chain monte carlo
- probabilistic model
- markov chain monte carlo methods
- gaussian process
- gaussian distribution
- random variables
- maximum likelihood
- image segmentation
- gaussian mixture model
- model selection
- expectation maximization
- decision trees
- computer vision