Index

A

add_noise() (in module wingbeats.processing.preprocessing)

add_noise_to_list() (in module wingbeats.processing.preprocessing) autolabel() (in module wingbeats.processing.postprocessing)

B

build_embedder() (in module wingbeats.modelling.builds) build_hiera_classifier() (in module wingbeats.modelling.builds) build_hiera_embedder_classifier() (in module wingbeats.modelling.builds) build_hyper_embedder() (in module wingbeats.modelling.hypertuning) build_hyper_hiera_classifier() (in module wingbeats.modelling.hypertuning)

build_hyper_hiera_embedder_classifier() (in module wingbeats.modelling.hypertuning) build_hyper_simple_classifier() (in module wingbeats.modelling.hypertuning) build_hyper_simple_embedder_classifier() (in module wingbeats.modelling.hypertuning) build_simple_classifier() (in module wingbeats.modelling.builds) build_simple_embedder_classifier() (in module wingbeats.modelling.builds)

C

call() (wingbeats.modelling.layers.CNN1D method) (wingbeats.modelling.layers.CNN2D method) (wingbeats.modelling.layers.CNN_Efficient method) (wingbeats.modelling.layers.CNN_Mobile method) (wingbeats.modelling.layers.ConvBlock1d method) (wingbeats.modelling.layers.ConvBlock2d method) (wingbeats.modelling.layers.DenseBlock method) (wingbeats.modelling.layers.Identity method) (wingbeats.modelling.layers.L2_Norm method) CNN1D (class in wingbeats.modelling.layers) CNN2D (class in wingbeats.modelling.layers) CNN_Efficient (class in wingbeats.modelling.layers)

CNN_Mobile (class in wingbeats.modelling.layers) compute_gradients() (in module wingbeats.xai.xai) compute_mean_conf_mat() (in module wingbeats.processing.postprocessing) ConvBlock1d (class in wingbeats.modelling.layers) ConvBlock2d (class in wingbeats.modelling.layers) convert_to_fourier() (in module wingbeats.processing.preprocessing) convert_to_psd() (in module wingbeats.processing.preprocessing) convert_to_spectro() (in module wingbeats.processing.preprocessing) convert_to_tf_dataset() (in module wingbeats.processing.preprocessing) convert_to_wavelet() (in module wingbeats.processing.preprocessing) create_model_folders() (in module wingbeats.processing.preprocessing) cut_off_rms() (in module wingbeats.processing.preprocessing)

D

DenseBlock (class in wingbeats.modelling.layers)

E

embed() (in module wingbeats.modelling.builds)

embedding_loss() (in module wingbeats.modelling.metrics) embedding_similarity() (in module wingbeats.modelling.metrics)

F

flip_pixels() (in module wingbeats.xai.xai)

focal_loss() (in module wingbeats.modelling.metrics)

G

get_config() (wingbeats.modelling.layers.CNN1D method) (wingbeats.modelling.layers.CNN2D method) (wingbeats.modelling.layers.CNN_Efficient method) (wingbeats.modelling.layers.CNN_Mobile method) (wingbeats.modelling.layers.ConvBlock1d method) (wingbeats.modelling.layers.ConvBlock2d method) (wingbeats.modelling.layers.DenseBlock method)

get_species_from_embeddings() (in module wingbeats.modelling.metrics) get_uniform_random_samples() (in module wingbeats.processing.preprocessing) guided_back_prop() (in module wingbeats.xai.xai)

I

Identity (class in wingbeats.modelling.layers) integral_approximation() (in module wingbeats.xai.xai)

integrated_gradients() (in module wingbeats.xai.xai) interpolate_images() (in module wingbeats.xai.xai)

K

kfold_cv() (in module wingbeats.modelling.hypertuning)

L

L2_Norm (class in wingbeats.modelling.layers) load_signals() (in module wingbeats.processing.preprocessing)

low_pass() (in module wingbeats.processing.preprocessing) lr_exp() (in module wingbeats.modelling.callbacks) lr_triangle() (in module wingbeats.modelling.callbacks)

M

mean_plot() (in module wingbeats.processing.postprocessing) module wingbeats wingbeats.modelling wingbeats.modelling.builds wingbeats.modelling.callbacks wingbeats.modelling.hypertuning wingbeats.modelling.layers wingbeats.modelling.metrics wingbeats.processing wingbeats.processing.postprocessing wingbeats.processing.preprocessing wingbeats.xai wingbeats.xai.xai

P

plot_accuracy() (in module wingbeats.processing.postprocessing) plot_all_transforms() (in module wingbeats.processing.postprocessing) plot_confusion() (in module wingbeats.processing.postprocessing) plot_heatmap() (in module wingbeats.processing.postprocessing)

plot_roc() (in module wingbeats.processing.postprocessing) predict_gen_spec() (in module wingbeats.modelling.metrics) predict_prob() (in module wingbeats.modelling.builds) preprocess_dataset() (in module wingbeats.processing.preprocessing)

Q

quantile_maps() (in module wingbeats.xai.xai)

R

rms_frame() (in module wingbeats.processing.preprocessing)

S

saliency_map() (in module wingbeats.xai.xai)

shift_data() (in module wingbeats.processing.preprocessing)

U

unitsphere_embedding() (in module wingbeats.processing.preprocessing)

W

wingbeats module wingbeats.modelling module wingbeats.modelling.builds module wingbeats.modelling.callbacks module wingbeats.modelling.hypertuning module wingbeats.modelling.layers module

wingbeats.modelling.metrics module wingbeats.processing module wingbeats.processing.postprocessing module wingbeats.processing.preprocessing module wingbeats.xai module wingbeats.xai.xai module