sconce.trainers package

sconce.trainers.autoencoder_trainer module

class sconce.trainers.autoencoder_trainer.AutoencoderMixin

Bases: abc.ABC

plot_input_output_pairs(title='A Sampling of Autoencoder Results', num_cols=10, figsize=(15, 3.2))

plot_latent_space(title='Latent Representation', figsize=(8, 8))

class sconce.trainers.autoencoder_trainer.AutoencoderTrainer(*, model, training_data_generator, test_data_generator, optimizer, monitor=None, rate_controller=None)

Bases: sconce.trainer.Trainer, sconce.trainers.autoencoder_trainer.AutoencoderMixin

sconce.trainers.classifier_trainer module

class sconce.trainers.classifier_trainer.ClassifierMixin

Bases: abc.ABC

get_classification_accuracy(data_generator=None, cache_results=True)

get_confusion_matrix(data_generator=None, cache_results=True)

plot_confusion_matrix(data_generator=None, **heatmap_kwargs)

plot_samples(predicted_label, true_label=None, data_generator=None, sort_by='rising predicted label score', num_samples=7, num_cols=7, figure_width=15, image_height=3, cache_results=True)

class sconce.trainers.classifier_trainer.ClassifierTrainer(*, model, training_data_generator, test_data_generator, optimizer, monitor=None, rate_controller=None)

Bases: sconce.trainer.Trainer, sconce.trainers.classifier_trainer.ClassifierMixin