Index

A

add_gol() (hosa.models.cnn.cnn_models.BaseCNN method) (hosa.models.cnn.cnn_models.CNNClassification method) (hosa.models.cnn.cnn_models.CNNRegression method) aux_fit() (hosa.models.cnn.cnn_models.BaseCNN method) (hosa.models.cnn.cnn_models.CNNClassification method) (hosa.models.cnn.cnn_models.CNNRegression method) (hosa.models.rnn.rnn_models.BaseRNN method) (hosa.models.rnn.rnn_models.RNNClassification method) (hosa.models.rnn.rnn_models.RNNRegression method)

B

BaseCNN (class in hosa.models.cnn.cnn_models)

BaseHOSA (class in hosa.optimization.hosa) BaseRNN (class in hosa.models.rnn.rnn_models)

C

CNNClassification (class in hosa.models.cnn.cnn_models) CNNRegression (class in hosa.models.cnn.cnn_models) compile() (hosa.models.cnn.cnn_models.BaseCNN method) (hosa.models.cnn.cnn_models.CNNClassification method) (hosa.models.cnn.cnn_models.CNNRegression method) (hosa.models.rnn.rnn_models.BaseRNN method) (hosa.models.rnn.rnn_models.RNNClassification method) (hosa.models.rnn.rnn_models.RNNRegression method)

create_overlapping() (in module hosa.helpers.functions) create_parameter_grid() (in module hosa.helpers.functions)

E

EarlyStoppingAtMinLoss (class in hosa.callbacks.early_stopping)

F

fit() (hosa.models.cnn.cnn_models.BaseCNN method) (hosa.models.cnn.cnn_models.CNNClassification method) (hosa.models.cnn.cnn_models.CNNRegression method) (hosa.models.rnn.rnn_models.BaseRNN method) (hosa.models.rnn.rnn_models.RNNClassification method) (hosa.models.rnn.rnn_models.RNNRegression method) (hosa.optimization.hosa.BaseHOSA method) (hosa.optimization.hosa.HOSACNN method) (hosa.optimization.hosa.HOSARNN method)

G

get_model() (hosa.optimization.hosa.BaseHOSA method) (hosa.optimization.hosa.HOSACNN method) (hosa.optimization.hosa.HOSARNN method) get_params() (hosa.optimization.hosa.BaseHOSA method) (hosa.optimization.hosa.HOSACNN method) (hosa.optimization.hosa.HOSARNN method)

grid_search() (hosa.optimization.hosa.BaseHOSA method) (hosa.optimization.hosa.HOSACNN method) (hosa.optimization.hosa.HOSARNN method)

H

hosa.callbacks module hosa.helpers module hosa.models.cnn module

hosa.models.rnn module hosa.optimization module HOSACNN (class in hosa.optimization.hosa) HOSARNN (class in hosa.optimization.hosa)

M

metrics_multiclass() (in module hosa.helpers.functions) module hosa.callbacks hosa.helpers hosa.models.cnn hosa.models.rnn hosa.optimization

O

on_batch_begin() (hosa.callbacks.early_stopping.EarlyStoppingAtMinLoss method) on_batch_end() (hosa.callbacks.early_stopping.EarlyStoppingAtMinLoss method) on_epoch_begin() (hosa.callbacks.early_stopping.EarlyStoppingAtMinLoss method) on_epoch_end() (hosa.callbacks.early_stopping.EarlyStoppingAtMinLoss method) on_predict_batch_begin() (hosa.callbacks.early_stopping.EarlyStoppingAtMinLoss method) on_predict_batch_end() (hosa.callbacks.early_stopping.EarlyStoppingAtMinLoss method) on_predict_begin() (hosa.callbacks.early_stopping.EarlyStoppingAtMinLoss method) on_predict_end() (hosa.callbacks.early_stopping.EarlyStoppingAtMinLoss method)

on_test_batch_begin() (hosa.callbacks.early_stopping.EarlyStoppingAtMinLoss method) on_test_batch_end() (hosa.callbacks.early_stopping.EarlyStoppingAtMinLoss method) on_test_begin() (hosa.callbacks.early_stopping.EarlyStoppingAtMinLoss method) on_test_end() (hosa.callbacks.early_stopping.EarlyStoppingAtMinLoss method) on_train_batch_begin() (hosa.callbacks.early_stopping.EarlyStoppingAtMinLoss method) on_train_batch_end() (hosa.callbacks.early_stopping.EarlyStoppingAtMinLoss method) on_train_begin() (hosa.callbacks.early_stopping.EarlyStoppingAtMinLoss method) on_train_end() (hosa.callbacks.early_stopping.EarlyStoppingAtMinLoss method)

P

predict() (hosa.models.cnn.cnn_models.BaseCNN method) (hosa.models.cnn.cnn_models.CNNClassification method) (hosa.models.cnn.cnn_models.CNNRegression method) (hosa.models.rnn.rnn_models.BaseRNN method) (hosa.models.rnn.rnn_models.RNNClassification method) (hosa.models.rnn.rnn_models.RNNRegression method) (hosa.optimization.hosa.BaseHOSA method) (hosa.optimization.hosa.HOSACNN method) (hosa.optimization.hosa.HOSARNN method)

prepare() (hosa.models.cnn.cnn_models.BaseCNN method) (hosa.models.cnn.cnn_models.CNNClassification method) (hosa.models.cnn.cnn_models.CNNRegression method) (hosa.models.rnn.rnn_models.BaseRNN method) (hosa.models.rnn.rnn_models.RNNClassification method) (hosa.models.rnn.rnn_models.RNNRegression method) prepare_param_overlapping() (in module hosa.helpers.functions)

R

RNNClassification (class in hosa.models.rnn.rnn_models)

RNNRegression (class in hosa.models.rnn.rnn_models)

S

score() (hosa.models.cnn.cnn_models.BaseCNN method) (hosa.models.cnn.cnn_models.CNNClassification method) (hosa.models.cnn.cnn_models.CNNRegression method) (hosa.models.rnn.rnn_models.BaseRNN method) (hosa.models.rnn.rnn_models.RNNClassification method) (hosa.models.rnn.rnn_models.RNNRegression method) (hosa.optimization.hosa.BaseHOSA method) (hosa.optimization.hosa.HOSACNN method) (hosa.optimization.hosa.HOSARNN method)

set_model() (hosa.callbacks.early_stopping.EarlyStoppingAtMinLoss method) set_params() (hosa.callbacks.early_stopping.EarlyStoppingAtMinLoss method) sliding_window() (in module hosa.helpers.functions)