adaQN |
adaQN guided optimizer |
adaQN_free |
adaQN Free-Mode Optimizer |
coef.stoch_logistic |
Retrieve fitted coefficients from stochastic logistic regression object |
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 data |
predict.stochQN_guided |
Predict function for stochastic optimizer object |
predict.stoch_logistic |
Prediction function for stochastic logistic regression |
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 object |
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 object |
update_fun |
Update objective function value (adaQN) |
update_gradient |
Update gradient (oLBFGS, SQN, adaQN) |
update_hess_vec |
Update Hessian-vector product (SQN) |