PREFFECT

Contents:

  • _config.py module
  • _distributions.py module
  • _logger_config.py module
  • _model_py module
  • preffect_cli.py module
  • preffect_factory.py module
  • _preffect.py module
  • _data_loader.py module
  • Index
  • _inference.py module
  • _utils.py module
  • _error.py module
  • _cluster.py module
  • _ZINBEstimator.py module
PREFFECT
  • Welcome to PREFFECT's documentation!
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Welcome to PREFFECT's documentation!

Contents:

  • _config.py module
  • _distributions.py module
    • NegativeBinomial
    • Poisson
    • ZeroInflatedNegativeBinomial
    • log_nb_positive()
    • log_zinb_positive()
  • _logger_config.py module
    • setup_loggers()
  • _model_py module
    • Decoder
    • Encoder
    • LibDecoder
    • LibEncoder
    • VAE
  • preffect_cli.py module
    • read_config_file()
    • str2bool()
  • preffect_factory.py module
    • core_only_copy()
    • factory()
    • factory_setup()
    • generate_and_save_visualizations()
    • setup_cuda()
  • _preffect.py module
    • Preffect
  • _data_loader.py module
    • FFPE_dataset
  • Index
  • _inference.py module
    • Inference
  • _utils.py module
    • To()
    • ZINB_expected_value()
    • adjusted_categorical_correction_variable()
    • calculate_and_sort_by_iqr()
    • categorical_correction_variable()
    • check_folder_access()
    • check_for_nans()
    • check_int_and_uniq()
    • copy_file()
    • ensure_directory()
    • logging_helper()
    • logging_tensor()
    • multi_logging_tensor()
    • one_hot_encode()
    • plot_progression()
    • plot_progression_all()
    • print_loss_table()
    • reparameterize_gaussian()
    • sanity_check_on_configs()
    • selective_one_hot()
    • set_seeds()
    • target_specific_one_hot()
    • torch_mtx_unbatching()
    • umap_draw_latent()
    • update_composite_configs()
  • _error.py module
    • PreffectError
  • _cluster.py module
    • Cluster
  • _ZINBEstimator.py module
    • ZINBEstimator

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