Man pages for BayesForge
Bayesian Inference using 'numpyro' and 'XLA'
| ask_yes_no | Ask Yes/No Question |
| 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)... |
| 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... |
| bf.dist.mixture_same_family | A finite mixture of component distributions from the same... |
| 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... |
| 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 |
| BF_load | Load the BI module from Python |
| BF_starting_test | Run a starting test for the BI environment |
| check_env | Check if the default virtual environment is available |
| convert_posterior | Convert Posterior Samples |
| dot-BF_env | Package load hook |
| dot-onAttach | Package attach |
| importBF | Import the BI Python Module |
| install_dependencies | Install dependencies |
| list_packages | List packages in a virtual environment |
| onLoad | Package Load |
| remove_env_name | Remove a virtual environment |
| setup_env | Create a Python virtual environment |
| to_brms | Convert BI fit to brmsfit |
| update_BF | Update the BI module from Python |
