jaxili.posterior package

Posterior.

This module contains classes to sample from the posterior and evaluate the log probability of the normalizing flows.

Submodules

• jaxili.posterior.base_posterior module
  • NeuralPosterior
    • NeuralPosterior.sample()
    • NeuralPosterior.set_default_x()
    • NeuralPosterior.unnormalized_log_prob()
• jaxili.posterior.direct_posterior module
  • DirectPosterior
    • DirectPosterior.sample()
    • DirectPosterior.unnormalized_log_prob()
• jaxili.posterior.mcmc_posterior module
  • MCMCPosterior
    • MCMCPosterior.log_likelihood()
    • MCMCPosterior.log_prior()
    • MCMCPosterior.print_implemented_methods()
    • MCMCPosterior.sample()
    • MCMCPosterior.set_default_x()
    • MCMCPosterior.set_mcmc_kwargs()
    • MCMCPosterior.set_mcmc_method()
    • MCMCPosterior.set_prior()
    • MCMCPosterior.unnormalized_log_prob()