Index

A

adjust_teacher_forcing() (prosper_nn.models.crcnn.crcnn.CRCNN method) (prosper_nn.models.hcnn.hcnn.HCNN method) (prosper_nn.models.hcnn_known_u.hcnn_known_u.HCNN_KNOWN_U method)

analyse_temporal_sensitivity() (in module prosper_nn.utils.sensitivity_analysis)

B

backward() (prosper_nn.models.fuzzy.membership_functions.GaussianMembershipFct static method) (prosper_nn.models.fuzzy.membership_functions.NormlogMembershipFct static method)

C

calculate_sensitivity_analysis() (in module prosper_nn.utils.sensitivity_analysis) check_sizes() (prosper_nn.models.ecnn.ecnn.ECNN method) clamp_and_normalize_consequences() (prosper_nn.models.fuzzy.fuzzy_inference.FuzzyInference method) clamp_and_normalize_consequences_backward() (prosper_nn.models.fuzzy.fuzzy_inference.FuzzyInference method)

clamp_consequences_weights() (prosper_nn.models.fuzzy.fuzzy_inference.FuzzyInference method) corrcoef() (in module prosper_nn.utils.neuron_correlation_hidden_layers) CRCNN (class in prosper_nn.models.crcnn.crcnn) create_input() (in module prosper_nn.utils.create_input_ecnn_hcnn)

D

DeepFeedForward (class in prosper_nn.models.deep_feed_forward.deep_feed_forward) Defuzzification (class in prosper_nn.models.fuzzy.defuzzification)

DHCNN (class in prosper_nn.models.dhcnn.dhcnn) disable_calculate_forecast() (prosper_nn.models.hcnn.hcnn.HCNN method)

E

ECNN (class in prosper_nn.models.ecnn.ecnn) ECNNCell (class in prosper_nn.models.ecnn.ecnn_cell)

enable_calculate_forecast() (prosper_nn.models.hcnn.hcnn.HCNN method) Ensemble (class in prosper_nn.models.ensemble.ensemble)

F

FFNN (class in prosper_nn.models.feedforward.feedforward) forward() (prosper_nn.models.crcnn.crcnn.CRCNN method) (prosper_nn.models.deep_feed_forward.deep_feed_forward.DeepFeedForward method) (prosper_nn.models.dhcnn.dhcnn.DHCNN method) (prosper_nn.models.ecnn.ecnn.ECNN method) (prosper_nn.models.ecnn.ecnn_cell.ECNNCell method) (prosper_nn.models.ecnn.gru_cell_variant.GRU_3_variant method) (prosper_nn.models.ensemble.ensemble.Ensemble method) (prosper_nn.models.feedforward.feedforward.FFNN method) (prosper_nn.models.fuzzy.defuzzification.Defuzzification method) (prosper_nn.models.fuzzy.frnn.FRNN method) (prosper_nn.models.fuzzy.fuzzification.Fuzzification method) (prosper_nn.models.fuzzy.fuzzy_inference.FuzzyInference method) (prosper_nn.models.fuzzy.membership_block.MembershipBlock method) (prosper_nn.models.fuzzy.membership_functions.GaussianMembership method) (prosper_nn.models.fuzzy.membership_functions.GaussianMembershipFct static method) (prosper_nn.models.fuzzy.membership_functions.NormlogMembership method) (prosper_nn.models.fuzzy.membership_functions.NormlogMembershipFct static method) (prosper_nn.models.hcnn.hcnn.HCNN method) (prosper_nn.models.hcnn.hcnn_cell.HCNNCell method) (prosper_nn.models.hcnn.hcnn_cell.PartialTeacherForcing method) (prosper_nn.models.hcnn.hcnn_gru_cell.HCNN_GRU_3_variant method) (prosper_nn.models.hcnn_known_u.hcnn_known_u.HCNN_KNOWN_U method)

FRNN (class in prosper_nn.models.fuzzy.frnn) Fuzzification (class in prosper_nn.models.fuzzy.fuzzification) FuzzyInference (class in prosper_nn.models.fuzzy.fuzzy_inference)

G

GaussianMembership (class in prosper_nn.models.fuzzy.membership_functions) GaussianMembershipFct (class in prosper_nn.models.fuzzy.membership_functions)

get_batchsize() (prosper_nn.models.ecnn.ecnn_cell.ECNNCell method) get_final_output() (prosper_nn.models.ensemble.ensemble.Ensemble method) GRU_3_variant (class in prosper_nn.models.ecnn.gru_cell_variant)

H

HCNN (class in prosper_nn.models.hcnn.hcnn) HCNN_GRU_3_variant (class in prosper_nn.models.hcnn.hcnn_gru_cell) HCNN_KNOWN_U (class in prosper_nn.models.hcnn_known_u.hcnn_known_u)

HCNNCell (class in prosper_nn.models.hcnn.hcnn_cell) heatmap_forecasts() (in module prosper_nn.utils.visualize_forecasts) hl_size_analysis() (in module prosper_nn.utils.neuron_correlation_hidden_layers) hl_size_analysis_Sequential() (in module prosper_nn.utils.neuron_correlation_hidden_layers)

I

init_hidden() (prosper_nn.models.fuzzy.frnn.FRNN method)

init_model() (in module prosper_nn.models.ensemble.ensemble)

M

MembershipBlock (class in prosper_nn.models.fuzzy.membership_block) module prosper_nn.models.crcnn.crcnn prosper_nn.models.deep_feed_forward.deep_feed_forward prosper_nn.models.dhcnn.dhcnn prosper_nn.models.ecnn.ecnn prosper_nn.models.ecnn.ecnn_cell prosper_nn.models.ecnn.gru_cell_variant prosper_nn.models.ensemble.ensemble prosper_nn.models.feedforward.feedforward prosper_nn.models.fuzzy.defuzzification prosper_nn.models.fuzzy.frnn prosper_nn.models.fuzzy.fuzzification prosper_nn.models.fuzzy.fuzzy_inference prosper_nn.models.fuzzy.membership_block prosper_nn.models.fuzzy.membership_functions prosper_nn.models.hcnn.hcnn prosper_nn.models.hcnn.hcnn_cell prosper_nn.models.hcnn.hcnn_gru_cell prosper_nn.models.hcnn_known_u.hcnn_known_u prosper_nn.utils.create_input_ecnn_hcnn prosper_nn.utils.generate_time_series_data prosper_nn.utils.neuron_correlation_hidden_layers prosper_nn.utils.sensitivity_analysis prosper_nn.utils.visualization prosper_nn.utils.visualize_forecasts

N

no_dropout_backward() (in module prosper_nn.models.hcnn.hcnn_cell) normalize_consequences_weights() (prosper_nn.models.fuzzy.fuzzy_inference.FuzzyInference method)

NormlogMembership (class in prosper_nn.models.fuzzy.membership_functions) NormlogMembershipFct (class in prosper_nn.models.fuzzy.membership_functions)

P

PartialTeacherForcing (class in prosper_nn.models.hcnn.hcnn_cell) plot_analyse_temporal_sensitivity() (in module prosper_nn.utils.sensitivity_analysis) plot_heatmap() (in module prosper_nn.utils.visualization) plot_sensitivity_curve() (in module prosper_nn.utils.sensitivity_analysis) plot_time_series() (in module prosper_nn.utils.visualize_forecasts) prosper_nn.models.crcnn.crcnn module prosper_nn.models.deep_feed_forward.deep_feed_forward module prosper_nn.models.dhcnn.dhcnn module prosper_nn.models.ecnn.ecnn module prosper_nn.models.ecnn.ecnn_cell module prosper_nn.models.ecnn.gru_cell_variant module prosper_nn.models.ensemble.ensemble module prosper_nn.models.feedforward.feedforward module prosper_nn.models.fuzzy.defuzzification module prosper_nn.models.fuzzy.frnn module prosper_nn.models.fuzzy.fuzzification module

prosper_nn.models.fuzzy.fuzzy_inference module prosper_nn.models.fuzzy.membership_block module prosper_nn.models.fuzzy.membership_functions module prosper_nn.models.hcnn.hcnn module prosper_nn.models.hcnn.hcnn_cell module prosper_nn.models.hcnn.hcnn_gru_cell module prosper_nn.models.hcnn_known_u.hcnn_known_u module prosper_nn.utils.create_input_ecnn_hcnn module prosper_nn.utils.generate_time_series_data module prosper_nn.utils.neuron_correlation_hidden_layers module prosper_nn.utils.sensitivity_analysis module prosper_nn.utils.visualization module prosper_nn.utils.visualize_forecasts module

R

repeat_init_state() (prosper_nn.models.ecnn.ecnn.ECNN method)

reset_cell_outputs() (prosper_nn.models.hcnn.hcnn.HCNN method)

S

sample_data() (in module prosper_nn.utils.generate_time_series_data) sensitivity_analysis() (in module prosper_nn.utils.sensitivity_analysis) set() (prosper_nn.models.ensemble.ensemble.Ensemble method)

set_init_state() (prosper_nn.models.ecnn.ecnn.ECNN method) set_teacher_forcing() (prosper_nn.models.hcnn.hcnn_cell.HCNNCell method) (prosper_nn.models.hcnn.hcnn_gru_cell.HCNN_GRU_3_variant method)