| _classname_() | PLearn::Object | [static] |
| _getOptionList_() | PLearn::Object | [static] |
| _isa_(Object *o) | PLearn::Object | [static] |
| _new_instance_for_typemap_() | PLearn::Object | [static] |
| _static_initialize_() | PLearn::Object | [static] |
| _static_initializer_ | PLearn::Object | [static] |
| architecture_type | PLearn::GaussianContinuum | |
| b | PLearn::GaussianContinuum | [protected] |
| batch_size | PLearn::GaussianContinuum | |
| best_validation_cost | PLearn::GaussianContinuum | [protected] |
| Bs | PLearn::GaussianContinuum | [protected] |
| build() | PLearn::GaussianContinuum | [virtual] |
| build_() | PLearn::GaussianContinuum | [private] |
| build_from_train_set() | PLearn::PLearner | [inline, protected, virtual] |
| c | PLearn::GaussianContinuum | [protected] |
| call(const string &methodname, int nargs, PStream &in_parameters, PStream &out_results) | PLearn::Object | [virtual] |
| changeOption(const string &optionname, const string &value) | PLearn::Object | |
| changeOptions(const map< string, string > &name_value) | PLearn::Object | [virtual] |
| classname() const | PLearn::Object | [virtual] |
| compute_cost_every_n_epochs | PLearn::GaussianContinuum | |
| compute_train_and_validation_costs() | PLearn::GaussianContinuum | [private] |
| computeCostsFromOutputs(const Vec &input, const Vec &output, const Vec &target, Vec &costs) const | PLearn::GaussianContinuum | [virtual] |
| computeCostsOnly(const Vec &input, const Vec &target, Vec &costs) const | PLearn::PLearner | [virtual] |
| computeOutput(const Vec &input, Vec &output) const | PLearn::GaussianContinuum | [virtual] |
| computeOutputAndCosts(const Vec &input, const Vec &target, Vec &output, Vec &costs) const | PLearn::PLearner | [virtual] |
| cost_of_one_example | PLearn::GaussianContinuum | [protected] |
| declareOptions(OptionList &ol) | PLearn::GaussianContinuum | [protected, static] |
| deepCopy(CopiesMap &copies) const | PLearn::Object | [virtual] |
| dist | PLearn::GaussianContinuum | [protected] |
| embedding | PLearn::GaussianContinuum | |
| expdir | PLearn::PLearner | |
| forget() | PLearn::GaussianContinuum | [virtual] |
| Fs | PLearn::GaussianContinuum | [protected] |
| GaussianContinuum() | PLearn::GaussianContinuum | |
| get_image_matrix(Mat &image, VMat image_points_vmat, int begin, string file_path) | PLearn::GaussianContinuum | [private] |
| getExperimentDirectory() const | PLearn::PLearner | [inline] |
| getOption(const string &optionname) const | PLearn::Object | |
| getOptionList() const | PLearn::Object | [virtual] |
| getOptionsToSave() const | PLearn::Object | [virtual] |
| getTestCostIndex(const string &costname) const | PLearn::PLearner | |
| getTestCostNames() const | PLearn::GaussianContinuum | [virtual] |
| getTrainCostIndex(const string &costname) const | PLearn::PLearner | |
| getTrainCostNames() const | PLearn::GaussianContinuum | [virtual] |
| getTrainingSet() const | PLearn::PLearner | [inline] |
| getTrainStatsCollector() | PLearn::PLearner | [inline] |
| getValidationSet() const | PLearn::PLearner | [inline] |
| image_nearest_neighbors | PLearn::GaussianContinuum | |
| image_points_mat | PLearn::GaussianContinuum | |
| image_points_vmat | PLearn::GaussianContinuum | |
| image_prob_mat | PLearn::GaussianContinuum | |
| info() const | PLearn::Object | [virtual] |
| inherited typedef | PLearn::GaussianContinuum | [private] |
| initializeParams() | PLearn::GaussianContinuum | [virtual] |
| inputsize() const | PLearn::PLearner | [virtual] |
| inputsize_ | PLearn::PLearner | [protected] |
| isStatefulLearner() const | PLearn::PLearner | [virtual] |
| ith_step_generated_set | PLearn::GaussianContinuum | [protected] |
| load(const string &filename) | PLearn::Object | [virtual] |
| lower_x | PLearn::GaussianContinuum | |
| lower_y | PLearn::GaussianContinuum | |
| make_random_walk() | PLearn::GaussianContinuum | [private] |
| makeDeepCopyFromShallowCopy(map< const void *, void * > &copies) | PLearn::GaussianContinuum | [virtual] |
| PLearn::PLearner::makeDeepCopyFromShallowCopy(CopiesMap &copies) | PLearn::PLearner | [protected, virtual] |
| matlabSave(const string &matlab_subdir) | PLearn::PLearner | [inline, virtual] |
| min_diff | PLearn::GaussianContinuum | |
| min_sigma | PLearn::GaussianContinuum | |
| mu | PLearn::GaussianContinuum | [protected] |
| mu_noisy | PLearn::GaussianContinuum | [protected] |
| mus | PLearn::GaussianContinuum | [protected] |
| muV | PLearn::GaussianContinuum | [protected] |
| n | PLearn::GaussianContinuum | [protected] |
| n_dim | PLearn::GaussianContinuum | |
| n_examples | PLearn::PLearner | [protected] |
| n_hidden_units | PLearn::GaussianContinuum | |
| n_neighbors | PLearn::GaussianContinuum | |
| n_neighbors_density | PLearn::GaussianContinuum | |
| n_random_walk_per_point | PLearn::GaussianContinuum | |
| n_random_walk_step | PLearn::GaussianContinuum | |
| neigbor_indexes | PLearn::GaussianContinuum | [protected] |
| neighbor_row | PLearn::GaussianContinuum | [protected] |
| newread(PStream &in) | PLearn::Object | |
| newwrite(PStream &out) const | PLearn::Object | |
| noise | PLearn::GaussianContinuum | |
| noise_type | PLearn::GaussianContinuum | |
| noise_var | PLearn::GaussianContinuum | [protected] |
| noisy_data | PLearn::GaussianContinuum | |
| norm_penalization | PLearn::GaussianContinuum | |
| nstages | PLearn::PLearner | |
| nTestCosts() const | PLearn::PLearner | [virtual] |
| nTrainCosts() const | PLearn::PLearner | [virtual] |
| Object() | PLearn::Object | |
| oldread(istream &in) | PLearn::Object | [virtual] |
| optimizer | PLearn::GaussianContinuum | |
| output_f | PLearn::GaussianContinuum | |
| output_f_all | PLearn::GaussianContinuum | |
| output_type | PLearn::GaussianContinuum | |
| outputsize() const | PLearn::GaussianContinuum | [virtual] |
| p_neighbors | PLearn::GaussianContinuum | [protected] |
| p_target | PLearn::GaussianContinuum | [protected] |
| p_x | PLearn::GaussianContinuum | [protected] |
| parameters | PLearn::GaussianContinuum | [protected] |
| PLEARN_DECLARE_ABSTRACT_OBJECT(PLearner) | PLearn::PLearner | |
| PLEARN_DECLARE_OBJECT(GaussianContinuum) | PLearn::GaussianContinuum | |
| PLearner() | PLearn::PLearner | |
| points_per_dim | PLearn::GaussianContinuum | |
| PPointable() | PLearn::PPointable | [inline] |
| PPointable(const PPointable &other) | PLearn::PPointable | [inline] |
| predictor | PLearn::GaussianContinuum | |
| prepareToSendResults(PStream &out, int nres) | PLearn::Object | [inline, protected] |
| print(ostream &out) const | PLearn::Object | [virtual] |
| print_parameters | PLearn::GaussianContinuum | |
| projection_error_f | PLearn::GaussianContinuum | |
| projection_error_regularization | PLearn::GaussianContinuum | |
| read(istream &in) | PLearn::Object | [virtual] |
| readOptionVal(PStream &in, const string &optionname) | PLearn::Object | |
| ref() const | PLearn::PPointable | [inline] |
| report_progress | PLearn::PLearner | |
| resetInternalState() | PLearn::PLearner | [virtual] |
| run() | PLearn::Object | [virtual] |
| S_svd | PLearn::GaussianContinuum | [protected] |
| save(const string &filename) const | PLearn::Object | [virtual] |
| save_image_mat | PLearn::GaussianContinuum | |
| seed_ | PLearn::PLearner | |
| setExperimentDirectory(const string &the_expdir) | PLearn::PLearner | [virtual] |
| setOption(const string &optionname, const string &value) | PLearn::Object | |
| setTrainingSet(VMat training_set, bool call_forget=true) | PLearn::PLearner | [virtual] |
| setTrainStatsCollector(PP< VecStatsCollector > statscol) | PLearn::PLearner | [virtual] |
| setValidationSet(VMat validset) | PLearn::PLearner | [virtual] |
| sm | PLearn::GaussianContinuum | [protected] |
| sm_bigger_than_sn | PLearn::GaussianContinuum | |
| smb | PLearn::GaussianContinuum | [protected] |
| sms | PLearn::GaussianContinuum | [protected] |
| smV | PLearn::GaussianContinuum | [protected] |
| sn | PLearn::GaussianContinuum | [protected] |
| snb | PLearn::GaussianContinuum | [protected] |
| sns | PLearn::GaussianContinuum | [protected] |
| snV | PLearn::GaussianContinuum | [protected] |
| stage | PLearn::PLearner | |
| sum_nll | PLearn::GaussianContinuum | [protected] |
| svd_threshold | PLearn::GaussianContinuum | |
| t_row | PLearn::GaussianContinuum | [protected] |
| tangent_plane | PLearn::GaussianContinuum | [protected] |
| tangent_targets | PLearn::GaussianContinuum | [protected] |
| target_index | PLearn::GaussianContinuum | [protected] |
| targetsize() const | PLearn::PLearner | [virtual] |
| targetsize_ | PLearn::PLearner | [protected] |
| test(VMat testset, PP< VecStatsCollector > test_stats, VMat testoutputs=0, VMat testcosts=0) const | PLearn::PLearner | [virtual] |
| train() | PLearn::GaussianContinuum | [virtual] |
| train_and_generated_set | PLearn::GaussianContinuum | [protected] |
| train_nearest_neighbors | PLearn::GaussianContinuum | [protected] |
| train_set | PLearn::PLearner | [protected] |
| train_stats | PLearn::PLearner | [protected] |
| unref() const | PLearn::PPointable | [inline] |
| upper_x | PLearn::GaussianContinuum | |
| upper_y | PLearn::GaussianContinuum | |
| usage() const | PLearn::PPointable | [inline] |
| use(VMat testset, VMat outputs) const | PLearn::PLearner | [virtual] |
| use_best_model | PLearn::GaussianContinuum | |
| use_noise | PLearn::GaussianContinuum | |
| useOnTrain(Mat &outputs) const | PLearn::PLearner | [virtual] |
| Ut_svd | PLearn::GaussianContinuum | [protected] |
| V | PLearn::GaussianContinuum | [protected] |
| V_svd | PLearn::GaussianContinuum | [protected] |
| validation_nearest_neighbors | PLearn::GaussianContinuum | [protected] |
| validation_set | PLearn::PLearner | [protected] |
| variances_transfer_function | PLearn::GaussianContinuum | |
| verbosity | PLearn::PLearner | |
| verify_gradient_func | PLearn::GaussianContinuum | [protected] |
| W | PLearn::GaussianContinuum | [protected] |
| w | PLearn::GaussianContinuum | [protected] |
| weightsize_ | PLearn::PLearner | [protected] |
| write(ostream &out) const | PLearn::Object | [virtual] |
| writeOptionVal(PStream &out, const string &optionname) const | PLearn::Object | |
| x | PLearn::GaussianContinuum | [protected] |
| x_minus_neighbor | PLearn::GaussianContinuum | [protected] |
| z | PLearn::GaussianContinuum | [protected] |
| zm | PLearn::GaussianContinuum | [protected] |
| zn | PLearn::GaussianContinuum | [protected] |
| ~Object() | PLearn::Object | [virtual] |
| ~PLearner() | PLearn::PLearner | [virtual] |
| ~PPointable() | PLearn::PPointable | [inline, virtual] |