Man pages for stochQN
Stochastic Limited Memory Quasi-Newton Optimizers
| adaQN | adaQN guided optimizer |
| adaQN_free | adaQN Free-Mode Optimizer |
| coef.stoch_logistic | Retrieve fitted coefficients from stochastic logistic... |
| get_curr_x | Get current values of the optimization variables |
| get_iteration_number | Get current iteration number from the optimizer object |
| oLBFGS | oLBFGS guided optimizer |
| oLBFGS_free | oLBFGS Free-Mode Optimizer |
| partial_fit | Partial fit stochastic model to new data |
| partial_fit_logistic | Update stochastic logistic regression model with new batch of... |
| predict.stoch_logistic | Prediction function for stochastic logistic regression |
| predict.stochQN_guided | Predict function for stochastic optimizer object |
| print.adaQN | Print summary info about adaQN guided-mode object |
| print.adaQN_free | Print summary info about adaQN free-mode object |
| print.oLBFGS | Print summary info about oLBFGS guided-mode object |
| print.oLBFGS_free | Print summary info about oLBFGS free-mode object |
| print.SQN | Print summary info about SQN guided-mode object |
| print.SQN_free | Print summary info about SQN free-mode object |
| print.stoch_logistic | Print general info about stochastic logistic regression... |
| run_adaQN_free | Run adaQN optimizer in free-mode |
| run_oLBFGS_free | Run oLBFGS optimizer in free-mode |
| run_SQN_free | Run SQN optimizer in free-mode |
| SQN | SQN guided optimizer |
| SQN_free | SQN Free-Mode Optimizer |
| stochastic.logistic.regression | Stochastic Logistic Regression |
| summary.stoch_logistic | Print general info about stochastic logistic regression... |
| update_fun | Update objective function value (adaQN) |
| update_gradient | Update gradient (oLBFGS, SQN, adaQN) |
| update_hess_vec | Update Hessian-vector product (SQN) |
