Man pages for XiaoqiLu/ziclust
What the Package Does (One Line, Title Case)
| aic | Compute AIC |
| assert_weights | Assert weights given data set |
| bic | Compute BIC |
| compute_belongings | Compute belongings, which is useful in clustering EM... |
| diff_flipped_hamiltonian_ising | Diff in Energy of Generalized Ising Model by Single Flip |
| dof | S3 generic 'dof' to compute degree of freedom |
| fit | S3 generic 'fit' to fit model parameter given data set |
| gaussian_mdl | Create an object of S3 class 'gaussian_mdl' |
| generate_data | S3 generic 'generate_data' as RNG |
| gibbs_ising | Gibbs Sampler for Generalized Ising Model |
| hamiltonian_ising | Hamiltonian of Generalized Ising Model |
| init_params | S3 generic 'init_params' to initialize model parameters given... |
| logistic | Standard Logistic Function |
| log_lik | Compute Log-likelihood |
| log_prob | S3 generic 'log_prob' to compute log probability for each... |
| log_sum_exp | Log-sum-exp |
| mixture_mdl | Create an object of S3 class 'mixture_mdl' |
| new_gaussian_mdl | Constructor of S3 class 'gaussian_mdl', it is a subclass of... |
| new_mdl | Constructor of S3 class 'mdl' |
| new_mixture_mdl | Constructor of S3 class 'mixture_mdl', it is a subclass of... |
| rdirichlet | RNG for Dirichlet Distribution |
| rowwise_kronecker | RowWise Kronecker |
| sleep | Dataset: sleep |
| soft_max | Softmax |
| validate_gaussian_mdl | Validator of S3 class 'gaussian_mdl', it is a subclass of... |
| validate_mixture_mdl | Validator of S3 class 'mixture_mdl', it is a subclass of... |
