wf_psf.utils package

Submodules

• wf_psf.utils.configs_handler module
  • ConfigParameterError
  • DataConfigHandler
  • MetricsConfigHandler
    • MetricsConfigHandler.call_plot_config_handler_run()
    • MetricsConfigHandler.data_conf
    • MetricsConfigHandler.ids
    • MetricsConfigHandler.metrics_conf
    • MetricsConfigHandler.metrics_dir
    • MetricsConfigHandler.plotting_conf
    • MetricsConfigHandler.psf_model
    • MetricsConfigHandler.run()
    • MetricsConfigHandler.training_conf
    • MetricsConfigHandler.weights_basename_filepath
    • MetricsConfigHandler.weights_path
  • PlottingConfigHandler
    • PlottingConfigHandler.check_and_update_metrics_confs()
    • PlottingConfigHandler.ids
    • PlottingConfigHandler.load_metrics_into_dict()
    • PlottingConfigHandler.make_dict_of_metrics()
    • PlottingConfigHandler.run()
  • TrainingConfigHandler
    • TrainingConfigHandler.ids
    • TrainingConfigHandler.run()
  • get_run_config()
  • register_configclass()
  • set_run_config()
• wf_psf.utils.graph_utils module
  • GraphBuilder
    • GraphBuilder.gen_eigenvects()
    • GraphBuilder.pick_emax()
    • GraphBuilder.select_params()
  • gen_Pea()
  • pairwise_distances()
  • select_vstar()
• wf_psf.utils.io module
  • FileIOHandler
    • FileIOHandler.copy_conffile_to_output_dir()
    • FileIOHandler.get_checkpoint_dir()
    • FileIOHandler.get_config_dir()
    • FileIOHandler.get_metrics_dir()
    • FileIOHandler.get_optimizer_dir()
    • FileIOHandler.get_plots_dir()
    • FileIOHandler.get_psf_model_dir()
    • FileIOHandler.get_timestamp()
    • FileIOHandler.setup_outputs()
• wf_psf.utils.read_config module
  • RecursiveNamespace
    • RecursiveNamespace.map_entry()
  • read_conf()
  • read_stream()
  • read_yaml()
• wf_psf.utils.utils module
  • IndependentZernikeInterpolation
    • IndependentZernikeInterpolation.interp_one_zk()
    • IndependentZernikeInterpolation.interpolate_zks()
  • NoiseEstimator
    • NoiseEstimator.estimate_noise()
    • NoiseEstimator.sigma_mad()
  • PI_zernikes()
  • ZernikeInterpolation
    • ZernikeInterpolation.interpolate_zk()
    • ZernikeInterpolation.interpolate_zks()
  • add_noise()
  • calc_poly_position_mat()
  • calc_wfe()
  • calc_wfe_rms()
  • convert_to_tf()
  • decimate_im()
  • downsample_im()
  • generate_SED_elems()
  • generate_SED_elems_in_tensorflow()
  • generate_packed_elems()
  • load_multi_cycle_params_click()
  • resize()
  • scale_to_range()
  • zernike_generator()