R: Bayesian Inference using 'numpyro' and 'XLA'

# Bayesian Inference using 'numpyro' and 'XLA'

## Documentation for package ‘BayesForge’ version 0.0.1

- DESCRIPTION file.

## Help Pages

bf.dist.asymmetric_laplace | Asymmetric Laplace distribution
bf.dist.asymmetric_laplace_quantile | Asymmetric Laplace Quantile Distribution
bf.dist.bernoulli | Sample from a Bernoulli distribution.
bf.dist.beta | Beta Distribution
bf.dist.beta_binomial | BetaBinomial
bf.dist.beta_proportion | Samples from a Beta-Proportion distribution.
bf.dist.bfnomial | Samples from a Binomial distribution.
bf.dist.car | Conditional Autoregressive (CAR) Distribution
bf.dist.categorical | Sample from a Categorical distribution.
bf.dist.cauchy | Cauchy Distribution
bf.dist.chi2 | Samples from a Chi-squared distribution.
bf.dist.delta | The Delta distribution.
bf.dist.dirichlet | Samples from a Dirichlet distribution.
bf.dist.dirichlet_multinomial | Samples from a Dirichlet Multinomial distribution.
bf.dist.discrete_uniform | Samples from a Discrete Uniform distribution.
bf.dist.euler_maruyama | Euler-Maruyama method
bf.dist.exponential | Samples from an Exponential distribution.
bf.dist.gamma | Gamma Distribution
bf.dist.gamma_poisson | Gamma-Poisson Distribution
bf.dist.gaussian_copula | Gaussian Copula Distribution
bf.dist.gaussian_copula_beta | Gaussian Copula Beta distribution.
bf.dist.gaussian_random_walk | Samples from a Gaussian Random Walk distribution.
bf.dist.gaussian_state_space | Gaussian State Space Distribution
bf.dist.geometric | Samples from a Geometric distribution.
bf.dist.gompertz | Gompertz Distribution
bf.dist.gumbel | Samples from a Gumbel (or Extreme Value) distribution.
bf.dist.half_cauchy | HalfCauchy Distribution
bf.dist.half_normal | Samples from a HalfNormal distribution.
bf.dist.inverse_gamma | InverseGamma Distribution
bf.dist.kumaraswamy | Kumaraswamy Distribution
bf.dist.laplace | Laplace Distribution
bf.dist.left_truncated_distribution | Samples from a left-truncated distribution.
bf.dist.levy | Levy distribution
bf.dist.lkj | Samples from an LKJ (Lewandowski, Kurowicka, Joe) distribution for correlation matrices.
bf.dist.lkj_cholesky | LKJ Cholesky Distribution
bf.dist.logistic | Samples from a Logistic distribution.
bf.dist.log_normal | Log Normal distribution
bf.dist.log_uniform | Samples from a Log Uniform distribution.
bf.dist.lower_truncated_power_law | Lower Truncated Power Law Distribution
bf.dist.low_rank_multivariate_normal | Low Rank Multivariate Normal Distribution
bf.dist.matrix_normal | Matrix Normal Distribution
bf.dist.mixture | A marginalized finite mixture of component distributions.
bf.dist.mixture_general | A finite mixture of component distributions from different families.
bf.dist.mixture_same_family | A finite mixture of component distributions from the same family.
bf.dist.multinomial | Multinomial distribution.
bf.dist.multinomial_logits | Multinomial logit
bf.dist.multinomial_probs | Samples from a Multinomial distribution.
bf.dist.multivariate_normal | Samples from a Multivariate Normal distribution.
bf.dist.multivariate_student_t | Multivariate Student's t Distribution
bf.dist.negative_binomial2 | Samples from a Negative Binomial distribution.
bf.dist.negative_binomial_logits | Samples from a Negative Binomial Logits distribution.
bf.dist.negative_binomial_probs | Sample from a Negative Binomial distribution with probabilities.
bf.dist.normal | Samples from a Normal (Gaussian) distribution.
bf.dist.ordered_logistic | Ordered Logistic Distribution
bf.dist.pareto | Samples from a Pareto distribution.
bf.dist.poisson | Poisson Distribution
bf.dist.projected_normal | Samples from a Projected Normal distribution.
bf.dist.relaxed_bernoulli | Samples from a Relaxed Bernoulli distribution.
bf.dist.relaxed_bernoulli_logits | Relaxed Bernoulli Logits Distribution.
bf.dist.right_truncated_distribution | Samples from a right-truncated distribution.
bf.dist.soft_laplace | Samples from a Soft Laplace distribution.
bf.dist.student_t | Student's t-distribution.
bf.dist.truncated_cauchy | Truncated Cauchy Distribution
bf.dist.truncated_distribution | Truncated Distribution
bf.dist.truncated_normal | Truncated Normal Distribution
bf.dist.truncated_polya_gamma | Truncated PolyaGamma Distribution
bf.dist.two_sided_truncated_distribution | Two-Sided Truncated Distribution
bf.dist.uniform | Uniform Distribution
bf.dist.weibull | Samples from a Weibull distribution.
bf.dist.wishart | Wishart distribution for covariance matrices.
bf.dist.wishart_cholesky | Wishart Cholesky Distribution
bf.dist.zero_inflated_distribution | Generic Zero Inflated distribution.
bf.dist.zero_inflated_negative_binomial | Zero-Inflated Negative Binomial Distribution
bf.dist.zero_inflated_poisson | A Zero Inflated Poisson distribution.
bf.dist.zero_sum_normal | zero_sum_normal
bf.doc | title Open the BI Documentation Website
importBF | Import the BI Python Module
setup_env | Create a Python virtual environment
to_brms | Convert BI fit to brmsfit