Man pages for ArtemSokolov/gelnet
Generalized Elastic Nets
| adj2lapl | Generate a graph Laplacian |
| adj2nlapl | Generate a normalized graph Laplacian |
| gel_init | Initializer for GELnet models |
| gelnet | GELnet model definition |
| gelnet_blr_obj | Binary logistic regression objective function |
| gelnet_blr_opt | GELnet optimizer for binary logistic regression |
| gelnet_cv | k-fold cross-validation for parameter tuning. |
| gelnet.ker | Kernel models for linear regression, binary classification... |
| gelnet_lin_obj | Linear regression objective function |
| gelnet_lin_opt | GELnet optimizer for linear regression |
| gelnet_oclr_obj | One-class logistic regression objective function |
| gelnet_oclr_opt | GELnet optimizer for one-class logistic regression |
| gelnet_train | Trains a GELnet model |
| L1_ceiling | The largest meaningful value of the L1 parameter |
| model_blr | Binary logistic regression |
| model_lin | Linear regression |
| model_oclr | One-class logistic regression |
| perturb.gelnet | Perturbs a GELnet model |
| plus-.geldef | Composition operator for GELnet model definition |
| rglz_L1 | L1 regularizer |
| rglz_L2 | L2 regularizer |
| rglz_nf | Alternative L1 regularizer |
