Man pages for acabassi/variational-ogc
Variational Outcome-Guided Clustering
| boundCatResp | Lower bound for categorical variable |
| boundGauss | Lower bound for multivariate Gaussian |
| boundGaussResp | Lower bound for a Gaussian variable |
| check_convergence | Check convergence of variational algorithm |
| expeCat | Expectation of log(pi) |
| expectGauss | Expectation step for mixture of multivariate Gaussians |
| expectGauss_catResp | Expectation step for profile regression with categorical... |
| expectGauss_gaussResp | Expectation step for profile regression with Gaussian... |
| expeGauss | Update log(Rho) for independent Gaussians |
| init | Initialize responisibility matrix |
| logRho_to_Resp | Transform log(Rho) matrix to responsibilities matrix |
| maximizeCatResp | Maximization step for categorical response |
| maximizeGauss | Maximization step for multivariate Gaussian |
| maximizeGaussResp | Maximization step for Gaussian response variable |
| ogc_categoricalResponse | Variational Bayesian inference for outcome-guided clustering... |
| ogc_gaussianResponse | Variational Bayesian inference for outcome-guided clustering... |
| unsupervisedClustering | Variational Bayesian inference for unsupervised clustering |
| update_eps | Update espilon |
| update_invW | Update M = inv(W) |
| update_logW | Update log(W) |
| update_m | Update mean vector |
| update_xbar | Update xbar |
