fl4health.datasets namespace

Subpackages

• fl4health.datasets.rxrx1 namespace
  • Submodules
    • fl4health.datasets.rxrx1.load_data module
      • construct_rxrx1_tensor_dataset()
      • create_splits()
      • label_frequency()
      • load_rxrx1_data()
      • load_rxrx1_test_data()
    • fl4health.datasets.rxrx1.preprocess module
      • filter_and_save_data()
      • load_image()
      • main()
      • process_data()
      • save_to_pkl()
• fl4health.datasets.skin_cancer package
  • Submodules
    • fl4health.datasets.skin_cancer.load_data module
      • construct_skin_cancer_tensor_dataset()
      • load_image()
      • load_skin_cancer_data()
    • fl4health.datasets.skin_cancer.preprocess_skin module
      • derm7pt_image_path_func()
      • derm7pt_label_map_func()
      • ham_image_path_func()
      • ham_label_map_func()
      • pad_image_path_func()
      • pad_label_map_func()
      • preprocess_derm7pt()
      • preprocess_ham10000()
      • preprocess_isic_2019()
      • preprocess_pad_ufes_20()
      • process_client_data()
      • save_to_json()