, including all inherited members.
| _classname_() | PLearn::RBMGaussianLayer | [static] |
| _classname_() | PLearn::RBMGaussianLayer | [static] |
| _getOptionList_() | PLearn::RBMGaussianLayer | [static] |
| _getOptionList_() | PLearn::RBMGaussianLayer | [static] |
| _getRemoteMethodMap_() | PLearn::RBMGaussianLayer | [static] |
| _getRemoteMethodMap_() | PLearn::RBMGaussianLayer | [static] |
| _isa_(const Object *o) | PLearn::RBMGaussianLayer | [static] |
| _isa_(const Object *o) | PLearn::RBMGaussianLayer | [static] |
| _new_instance_for_typemap_() | PLearn::RBMGaussianLayer | [static] |
| _new_instance_for_typemap_() | PLearn::RBMGaussianLayer | [static] |
| _static_initialize_() | PLearn::RBMGaussianLayer | [static] |
| _static_initialize_() | PLearn::RBMGaussianLayer | [static] |
| _static_initializer_ | PLearn::RBMGaussianLayer | [static] |
| accumulateNegStats(const Vec &neg_values) | PLearn::RBMGaussianLayer | [virtual] |
| PLearn::RBMLayer::accumulateNegStats(const Mat &neg_values) | PLearn::RBMLayer | [virtual] |
| accumulatePosStats(const Vec &pos_values) | PLearn::RBMGaussianLayer | [virtual] |
| PLearn::RBMLayer::accumulatePosStats(const Mat &ps_values) | PLearn::RBMLayer | [virtual] |
| activation | PLearn::RBMLayer | |
| activations | PLearn::RBMLayer | |
| activations | PLearn::RBMLayer | |
| addBiasDecay(Vec &bias_gradient) | PLearn::RBMLayer | [virtual] |
| addBiasDecay(Mat &bias_gradient) | PLearn::RBMLayer | [virtual] |
| applyBiasDecay() | PLearn::RBMLayer | [virtual] |
| asString() const | PLearn::Object | [virtual] |
| asStringRemoteTransmit() const | PLearn::Object | [virtual] |
| batch_size | PLearn::RBMLayer | |
| bbpropUpdate(const Vec &input, const Vec &output, const Vec &output_gradient, const Vec &output_diag_hessian) | PLearn::OnlineLearningModule | [virtual] |
| bbpropUpdate(const Vec &input, const Vec &output, Vec &input_gradient, const Vec &output_gradient, Vec &input_diag_hessian, const Vec &output_diag_hessian, bool accumulate=false) | PLearn::OnlineLearningModule | [virtual] |
| bias | PLearn::RBMLayer | |
| bias_decay_parameter | PLearn::RBMLayer | |
| bias_decay_type | PLearn::RBMLayer | |
| bias_inc | PLearn::RBMLayer | [protected] |
| bias_neg_stats | PLearn::RBMLayer | |
| bias_pos_stats | PLearn::RBMLayer | |
| bpropAccUpdate(const TVec< Mat * > &ports_value, const TVec< Mat * > &ports_gradient) | PLearn::OnlineLearningModule | [virtual] |
| bpropCD(Vec &bias_gradient) | PLearn::RBMLayer | [virtual] |
| bpropCD(const Vec &pos_values, const Vec &neg_values, Vec &bias_gradient) | PLearn::RBMLayer | [virtual] |
| bpropDoesNothing() | PLearn::OnlineLearningModule | [inline, virtual] |
| bpropNLL(const Vec &target, real nll, Vec &bias_gradient) | PLearn::RBMGaussianLayer | [virtual] |
| bpropNLL(const Mat &targets, const Mat &costs_column, Mat &bias_gradients) | PLearn::RBMGaussianLayer | [virtual] |
| bpropUpdate(const Vec &input, const Vec &output, Vec &input_gradient, const Vec &output_gradient) | PLearn::RBMGaussianLayer | [virtual] |
| bpropUpdate(const Vec &input, const Vec &output, Vec &input_gradient, const Vec &output_gradient, bool accumulate=false) | PLearn::RBMGaussianLayer | [virtual] |
| bpropUpdate(const Mat &inputs, const Mat &outputs, Mat &input_gradients, const Mat &output_gradients, bool accumulate=false) | PLearn::RBMGaussianLayer | [inline, virtual] |
| PLearn::RBMLayer::bpropUpdate(const Vec &input, const Vec &rbm_bias, const Vec &output, Vec &input_gradient, Vec &rbm_bias_gradient, const Vec &output_gradient) | PLearn::RBMLayer | [virtual] |
| PLearn::OnlineLearningModule::bpropUpdate(const Vec &input, const Vec &output, const Vec &output_gradient) | PLearn::OnlineLearningModule | [virtual] |
| PLearn::OnlineLearningModule::bpropUpdate(const Mat &inputs, const Mat &outputs, const Mat &output_gradients) | PLearn::OnlineLearningModule | [virtual] |
| PLearn::OnlineLearningModule::bpropUpdate(const TVec< Mat * > &ports_value, const TVec< Mat * > &ports_gradient) | PLearn::OnlineLearningModule | |
| build() | PLearn::RBMGaussianLayer | [virtual] |
| build() | PLearn::RBMGaussianLayer | [virtual] |
| build_() | PLearn::RBMGaussianLayer | [private] |
| build_() | PLearn::RBMGaussianLayer | [private] |
| call(const string &methodname, int nargs, PStream &io) | PLearn::Object | [virtual] |
| PLearn::changeOption(const string &optionname, const string &value) | PLearn::Object | |
| PLearn::Object::changeOption(const string &optionname, const string &value) | PLearn::Object | |
| changeOptions(const map< string, string > &name_value) | PLearn::Object | [virtual] |
| checkProp(const TVec< Mat * > &ports_data) | PLearn::OnlineLearningModule | |
| classname() const | PLearn::RBMGaussianLayer | [virtual] |
| classname() const | PLearn::RBMGaussianLayer | [virtual] |
| clearStats() | PLearn::RBMGaussianLayer | [virtual] |
| compute_mse_instead_of_nll | PLearn::RBMGaussianLayer | |
| computeExpectation() | PLearn::RBMGaussianLayer | [virtual] |
| computeExpectation() | PLearn::RBMGaussianLayer | [virtual] |
| computeExpectations() | PLearn::RBMGaussianLayer | [virtual] |
| computeStdDeviation() | PLearn::RBMGaussianLayer | [virtual] |
| declareMethods(RemoteMethodMap &rmm) | PLearn::RBMLayer | [protected, static] |
| declareOptions(OptionList &ol) | PLearn::RBMGaussianLayer | [protected, static] |
| declareOptions(OptionList &ol) | PLearn::RBMGaussianLayer | [protected, static] |
| declaringFile() | PLearn::RBMGaussianLayer | [inline, static] |
| declaringFile() | PLearn::RBMGaussianLayer | [inline, static] |
| deepCopy(CopiesMap &copies) const | PLearn::RBMGaussianLayer | [virtual] |
| deepCopy(CopiesMap &copies) const | PLearn::RBMGaussianLayer | [virtual] |
| PLearn::deepCopyNoMap() | PLearn::Object | |
| PLearn::Object::deepCopyNoMap() | PLearn::Object | |
| during_training | PLearn::OnlineLearningModule | [static] |
| energy(const Vec &unit_values) const | PLearn::RBMGaussianLayer | [virtual] |
| estimate_simpler_diag_hessian | PLearn::OnlineLearningModule | |
| expdir | PLearn::OnlineLearningModule | |
| expectation | PLearn::RBMLayer | |
| expectation_is_not_up_to_date() | PLearn::RBMLayer | [virtual] |
| expectation_is_up_to_date | PLearn::RBMLayer | |
| expectations | PLearn::RBMLayer | [protected] |
| expectations_are_up_to_date | PLearn::RBMLayer | |
| finalize() | PLearn::OnlineLearningModule | [inline, virtual] |
| fixed_std_deviation | PLearn::RBMGaussianLayer | |
| forget() | PLearn::RBMGaussianLayer | [virtual] |
| fprop(const Vec &input, Vec &output) const | PLearn::RBMGaussianLayer | [virtual] |
| PLearn::RBMLayer::fprop(const Mat &inputs, Mat &outputs) | PLearn::RBMLayer | [virtual] |
| PLearn::RBMLayer::fprop(const Vec &input, const Vec &rbm_bias, Vec &output) const | PLearn::RBMLayer | [virtual] |
| PLearn::OnlineLearningModule::fprop(const TVec< Mat * > &ports_value) | PLearn::OnlineLearningModule | [virtual] |
| fpropNLL(const Vec &target) | PLearn::RBMGaussianLayer | [virtual] |
| fpropNLL(const Mat &targets, const Mat &costs_column) | PLearn::RBMGaussianLayer | [virtual] |
| PLearn::RBMLayer::fpropNLL(const Vec &target, const Vec &cost_weights) | PLearn::RBMLayer | [virtual] |
| freeEnergyContribution(const Vec &unit_activations) const | PLearn::RBMGaussianLayer | [virtual] |
| freeEnergyContributionGradient(const Vec &unit_activations, Vec &unit_activations_gradient, real output_gradient=1, bool accumulate=false) const | PLearn::RBMLayer | [virtual] |
| generateSample() | PLearn::RBMGaussianLayer | [virtual] |
| generateSample() | PLearn::RBMGaussianLayer | [virtual] |
| generateSamples() | PLearn::RBMGaussianLayer | [virtual] |
| getAllActivations(PP< RBMParameters > rbmp, int offset=0) | PLearn::RBMGaussianLayer | [virtual] |
| PLearn::RBMLayer::getAllActivations(PP< RBMConnection > rbmc, int offset=0, bool minibatch=false) | PLearn::RBMLayer | [virtual] |
| getConfiguration(int conf_index, Vec &output) | PLearn::RBMLayer | [virtual] |
| getConfigurationCount() | PLearn::RBMGaussianLayer | [inline, virtual] |
| getExpectations() | PLearn::RBMLayer | |
| PLearn::getOption(const string &optionname) const | PLearn::Object | |
| PLearn::Object::getOption(const string &optionname) const | PLearn::Object | |
| getOptionList() const | PLearn::RBMGaussianLayer | [virtual] |
| getOptionList() const | PLearn::RBMGaussianLayer | [virtual] |
| getOptionMap() const | PLearn::RBMGaussianLayer | [virtual] |
| getOptionMap() const | PLearn::RBMGaussianLayer | [virtual] |
| getOptionsToRemoteTransmit() const | PLearn::Object | [virtual] |
| getOptionsToSave() const | PLearn::Object | [virtual] |
| getPortIndex(const string &port) | PLearn::OnlineLearningModule | [virtual] |
| getPortLength(const string &port) | PLearn::OnlineLearningModule | |
| getPortName(int i) | PLearn::OnlineLearningModule | |
| getPorts() | PLearn::OnlineLearningModule | [virtual] |
| getPortSizes() | PLearn::OnlineLearningModule | [virtual] |
| getPortWidth(const string &port) | PLearn::OnlineLearningModule | |
| getRemoteMethodMap() const | PLearn::RBMGaussianLayer | [virtual] |
| getRemoteMethodMap() const | PLearn::RBMGaussianLayer | [virtual] |
| getUnitActivation(int i, PP< RBMConnection > rbmc, int offset=0) | PLearn::RBMLayer | [virtual] |
| getUnitActivations(int i, PP< RBMParameters > rbmp, int offset=0) | PLearn::RBMGaussianLayer | [virtual] |
| getUnitsTypes() | PLearn::RBMLayer | [inline] |
| gibbs_initial_ma_coefficient | PLearn::RBMLayer | |
| gibbs_ma_coefficient | PLearn::RBMLayer | |
| gibbs_ma_increment | PLearn::RBMLayer | |
| gibbs_ma_schedule | PLearn::RBMLayer | |
| PLearn::hasOption(const string &optionname) const | PLearn::Object | |
| PLearn::Object::hasOption(const string &optionname) const | PLearn::Object | |
| INFINITE_CONFIGURATIONS | PLearn::RBMLayer | [static] |
| info() const | PLearn::Object | [virtual] |
| inherited typedef | PLearn::RBMGaussianLayer | [private] |
| inherited typedef | PLearn::RBMGaussianLayer | [private] |
| input_size | PLearn::OnlineLearningModule | |
| learning_rate | PLearn::RBMLayer | |
| load(const PPath &filename) | PLearn::Object | [virtual] |
| makeDeepCopyFromShallowCopy(CopiesMap &copies) | PLearn::RBMGaussianLayer | [virtual] |
| makeDeepCopyFromShallowCopy(CopiesMap &copies) | PLearn::RBMGaussianLayer | [virtual] |
| min_quad_coeff | PLearn::RBMGaussianLayer | |
| min_quadratic_term | PLearn::RBMGaussianLayer | |
| momentum | PLearn::RBMLayer | |
| name | PLearn::OnlineLearningModule | |
| namedBpropAccUpdate(map< string, Mat > &values, map< string, Mat > &gradients, TVec< string > additional_input_gradients) | PLearn::OnlineLearningModule | [virtual] |
| namedFprop(map< string, Mat > &inputs, TVec< string > wanted_outputs) | PLearn::OnlineLearningModule | [virtual] |
| neg_count | PLearn::RBMLayer | [protected] |
| PLearn::newread(PStream &in, unsigned int id=UINT_MAX) | PLearn::Object | |
| PLearn::Object::newread(PStream &in, unsigned int id=UINT_MAX) | PLearn::Object | |
| newwrite(PStream &out) const | PLearn::Object | [virtual] |
| nPorts() | PLearn::OnlineLearningModule | |
| PLearn::Object(bool call_build_=false) | PLearn::Object | |
| PLearn::Object::Object(bool call_build_=false) | PLearn::Object | |
| oldread(istream &in) | PLearn::Object | [virtual] |
| ones | PLearn::RBMLayer | [protected] |
| OnlineLearningModule(const string &the_name="", bool call_build_=false) | PLearn::OnlineLearningModule | |
| output_size | PLearn::OnlineLearningModule | |
| PLearn::parseOptionName(const string &optionname, Object *&final_object, OptionList::iterator &option_iter, string &option_index) | PLearn::Object | |
| PLearn::parseOptionName(const string &optionname, const Object *&final_object, OptionList::iterator &option_iter, string &option_index) const | PLearn::Object | |
| PLearn::Object::parseOptionName(const string &optionname, Object *&final_object, OptionList::iterator &option_iter, string &option_index) | PLearn::Object | |
| PLearn::Object::parseOptionName(const string &optionname, const Object *&final_object, OptionList::iterator &option_iter, string &option_index) const | PLearn::Object | |
| port_sizes | PLearn::OnlineLearningModule | [protected] |
| pos_count | PLearn::RBMLayer | [protected] |
| PLearn::PPointable() | PLearn::PPointable | [inline] |
| PLearn::PPointable(const PPointable &other) | PLearn::PPointable | [inline] |
| PLearn::Object::PPointable() | PLearn::PPointable | [inline] |
| PLearn::Object::PPointable(const PPointable &other) | PLearn::PPointable | [inline] |
| PLearn::prepareToSendResults(PStream &out, int nres) | PLearn::Object | [static] |
| PLearn::Object::prepareToSendResults(PStream &out, int nres) | PLearn::Object | [static] |
| quad_coeff | PLearn::RBMGaussianLayer | [protected] |
| quad_coeff_inc | PLearn::RBMGaussianLayer | [protected] |
| quad_coeff_neg_stats | PLearn::RBMGaussianLayer | [protected] |
| quad_coeff_pos_stats | PLearn::RBMGaussianLayer | [protected] |
| random_gen | PLearn::RBMLayer | |
| RBMGaussianLayer() | PLearn::RBMGaussianLayer | |
| RBMGaussianLayer(int the_size) | PLearn::RBMGaussianLayer | |
| RBMGaussianLayer(real the_learning_rate=0.) | PLearn::RBMGaussianLayer | |
| RBMGaussianLayer(int the_size, real the_learning_rate=0.) | PLearn::RBMGaussianLayer | |
| RBMGaussianLayer(int the_size, real the_learning_rate=0., bool do_share_quad_coeff=false) | PLearn::RBMGaussianLayer | |
| RBMLayer() | PLearn::RBMLayer | |
| RBMLayer(real the_learning_rate=0.) | PLearn::RBMLayer | |
| read(istream &in) | PLearn::Object | [virtual] |
| PLearn::readOptionVal(PStream &in, const string &optionname, unsigned int id=UINT_MAX) | PLearn::Object | |
| PLearn::Object::readOptionVal(PStream &in, const string &optionname, unsigned int id=UINT_MAX) | PLearn::Object | |
| PLearn::ref() const | PLearn::PPointable | [inline] |
| PLearn::Object::ref() const | PLearn::PPointable | [inline] |
| reset() | PLearn::RBMGaussianLayer | [virtual] |
| run() | PLearn::Object | [virtual] |
| sample | PLearn::RBMLayer | |
| samples | PLearn::RBMLayer | |
| save(const PPath &filename) const | PLearn::Object | [virtual] |
| setAllBias(const Vec &rbm_bias) | PLearn::RBMLayer | [virtual] |
| setBatchSize(int the_batch_size) | PLearn::RBMLayer | [virtual] |
| setExpectation(const Vec &the_expectation) | PLearn::RBMLayer | [virtual] |
| setExpectationByRef(const Vec &the_expectation) | PLearn::RBMLayer | [virtual] |
| setExpectations(const Mat &the_expectations) | PLearn::RBMLayer | [virtual] |
| setExpectationsByRef(const Mat &the_expectations) | PLearn::RBMLayer | [virtual] |
| setLearningRate(real the_learning_rate) | PLearn::RBMLayer | [virtual] |
| setMomentum(real the_momentum) | PLearn::RBMLayer | [virtual] |
| PLearn::setOption(const string &optionname, const string &value) | PLearn::Object | |
| PLearn::Object::setOption(const string &optionname, const string &value) | PLearn::Object | |
| share_quad_coeff | PLearn::RBMGaussianLayer | |
| sigma | PLearn::RBMGaussianLayer | [protected] |
| sigma_is_up_to_date | PLearn::RBMGaussianLayer | [protected] |
| size | PLearn::RBMLayer | |
| size_quad_coeff | PLearn::RBMGaussianLayer | |
| tmp | PLearn::RBMLayer | [protected] |
| tmp_input_diag_hessian | PLearn::OnlineLearningModule | [mutable, protected] |
| tmp_input_gradient | PLearn::OnlineLearningModule | [mutable, protected] |
| tmpm_input_gradient | PLearn::OnlineLearningModule | [mutable, protected] |
| units_types | PLearn::RBMLayer | |
| PLearn::unref() const | PLearn::PPointable | [inline] |
| PLearn::Object::unref() const | PLearn::PPointable | [inline] |
| update() | PLearn::RBMGaussianLayer | [virtual] |
| update(const Vec &pos_values, const Vec &neg_values) | PLearn::RBMGaussianLayer | [virtual] |
| update(const Mat &pos_values, const Mat &neg_values) | PLearn::RBMGaussianLayer | [virtual] |
| PLearn::RBMLayer::update(const Vec &grad) | PLearn::RBMLayer | [virtual] |
| PLearn::RBMLayer::update(const Mat &grad) | PLearn::RBMLayer | [virtual] |
| updateCDandGibbs(const Mat &pos_values, const Mat &cd_neg_values, const Mat &gibbs_neg_values, real background_gibbs_update_ratio) | PLearn::RBMLayer | [virtual] |
| updateGibbs(const Mat &pos_values, const Mat &gibbs_neg_values) | PLearn::RBMLayer | [virtual] |
| PLearn::usage() const | PLearn::PPointable | [inline] |
| PLearn::Object::usage() const | PLearn::PPointable | [inline] |
| use_fast_approximations | PLearn::OnlineLearningModule | |
| verbosity | PLearn::OnlineLearningModule | |
| write(ostream &out) const | PLearn::Object | [virtual] |
| PLearn::writeOptionVal(PStream &out, const string &optionname) const | PLearn::Object | |
| PLearn::Object::writeOptionVal(PStream &out, const string &optionname) const | PLearn::Object | |
| ~Object() | PLearn::Object | [virtual] |
| ~PPointable() | PLearn::PPointable | [inline, virtual] |