cyto_dl.callbacks package

Submodules

• cyto_dl.callbacks.callback_utils module
• cyto_dl.callbacks.csv_saver module
  • CSVSaver
    • CSVSaver.on_predict_epoch_end()
    • CSVSaver.pred_to_csv()
    • CSVSaver.save_feats()
  • JEPASaver
    • JEPASaver.pred_to_csv()
• cyto_dl.callbacks.image_saver module
  • ImageSaver
    • ImageSaver.on_predict_batch_end()
    • ImageSaver.on_test_batch_end()
    • ImageSaver.on_train_batch_end()
    • ImageSaver.on_validation_batch_end()
    • ImageSaver.save()
• cyto_dl.callbacks.latent_walk module
• cyto_dl.callbacks.layer_freeze module
  • LayerFreeze
    • LayerFreeze.setup()
• cyto_dl.callbacks.model_utils module
  • GetEmbeddings
    • GetEmbeddings.on_test_epoch_end()
  • get_all_embeddings()
  • save_predictions_classifier()
• cyto_dl.callbacks.outlier_detection module
  • OutlierDetection
    • OutlierDetection.calculate_mahalanobis_hook()
    • OutlierDetection.flatten_activations()
    • OutlierDetection.on_load_checkpoint()
    • OutlierDetection.on_predict_batch_end()
    • OutlierDetection.on_predict_epoch_start()
    • OutlierDetection.on_save_checkpoint()
    • OutlierDetection.on_test_batch_end()
    • OutlierDetection.on_test_epoch_start()
    • OutlierDetection.on_train_epoch_start()
    • OutlierDetection.update_covariance_hook()