greta.censored0.1.0 package

Censored Distributions for 'greta'

beta_censored

Beta Censored Distribution

exponential_censored

Exponential Censored Distribution

gamma_censored

Gamma Censored Distribution

greta.censored

Censored Distributions for 'greta'

lognormal_censored

Log-Normal Censored Distribution

normal_censored

Normal Censored Distribution

pareto_censored

Pareto Censored Distribution

student_censored

Student's t Censored Distribution

weibull_censored

Weibull Censored Distribution

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Provides additional censored distributions for use with 'greta', a probabilistic programming framework for Bayesian modeling. Includes censored versions of Normal, Log-Normal, Student's T, Gamma, Exponential, Weibull, Pareto, and Beta distributions with support for right, left, and interval censoring. For details on 'greta', see Golding (2019) <doi:10.21105/joss.01601>. The methods are implemented using 'TensorFlow' and 'TensorFlow Probability' for efficient computation.

  • Maintainer: Mlen-Too Wesley
  • License: Apache License 2.0
  • Last published: 2024-11-29

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