Man pages for jewelltaylor/funclustVI
Cluster Functional Data using Variational Inference
| Case_11 | Gets the simulated data from Case_11 |
| Case_12 | Gets the simulated data from Case_12 |
| Case_44 | Gets the simulated data from Case_44 |
| Case_7 | Gets simulated data from Case_7 |
| Case_8 | Gets the simulated data from Case_8 |
| Case_9 | Gets the simulated data from Case_9 |
| check_convergence | Checks if the algorithim has converged with the given... |
| compute_function | Generates simulated with a certain seed, evaluates the data... |
| funcslustVI | Generates cluster assignments and related information given... |
| get_alpha_vector | Generates a vector in which the entries are the alpha... |
| get_approx_function_data | Gets functional data approximations |
| get_approx_phi_matrix | Gets matrix of the coffecient vectors for each cluster,... |
| get_approx_probability_matrix_hcl | Generates probability matrix with approximated probability... |
| get_approx_probability_matrix_km | Generates probability matrix with approximated probability... |
| get_A_vector | Generates a vector A |
| get_B | Generates B matrix |
| get_beta_vector | Generates a vector in which the entries are the beta... |
| get_cumulative_phi_matrix | Gets a matrix of the coffecient vectors, phi, for each curve |
| get_d_not_vector | Gets the d_not parameter for each cluster |
| get_elbo | Gets the elbo value for a single iteration of the algorithim |
| get_final_cluster_assignments | Gets a vector of the final cluster assignments based on the... |
| get_funclustVI_cluster_assignments | Model function wrapper for the funclustVI |
| get_mismatches | Gets the number of mismatches for a single iteration of the... |
| get_tau_list | Generates a matrix in which each row represents the variances... |
| get_true_m_not | Gets the vector with the true m_not values |
| get_true_probability_matrix | Gets the true probability natrix using the true cluster... |
| get_v_measure | Gets the number of vmeaure for a single iteration of the... |
| get_v_not_vector | Gets the vnot parameter |
| Mismatch | Gets a matrix of the final cluster assignments based on the... |
| plot_data | Generates a plot with the true vs predicted curves |
| simulate | Runs and evaluates the model on the specified simulated... |
| update_d_vector | Update the d parameter for each cluster |
| update_m_list | Update the m parameter for each cluster |
| update_probability_matrix | Update the probabilty matrix |
| update_R_vector | Update the d parameter for each cluster |
| update_sigma_list | Update the sigma parameter for each cluster |
