wf_psf.psf_models package

Submodules

• wf_psf.psf_models.psf_model_parametric module
  • TF_PSF_field_model
    • TF_PSF_field_model.assign_coeff_matrix()
    • TF_PSF_field_model.call()
    • TF_PSF_field_model.get_coeff_matrix()
    • TF_PSF_field_model.ids
    • TF_PSF_field_model.predict_mono_psfs()
    • TF_PSF_field_model.predict_opd()
    • TF_PSF_field_model.set_output_Q()
• wf_psf.psf_models.psf_model_semiparametric module
  • TF_SemiParam_field
    • TF_SemiParam_field.assign_S_mat()
    • TF_SemiParam_field.assign_coeff_matrix()
    • TF_SemiParam_field.call()
    • TF_SemiParam_field.get_coeff_matrix()
    • TF_SemiParam_field.ids
    • TF_SemiParam_field.predict_mono_psfs()
    • TF_SemiParam_field.predict_opd()
    • TF_SemiParam_field.project_DD_features()
    • TF_SemiParam_field.set_nonzero_nonparam()
    • TF_SemiParam_field.set_output_Q()
    • TF_SemiParam_field.set_trainable_layers()
    • TF_SemiParam_field.set_zero_nonparam()
• wf_psf.psf_models.psf_models module
  • PsfModelError
  • get_psf_model()
  • get_psf_model_weights_filepath()
  • register_psfclass()
  • set_psf_model()
  • simPSF()
  • tf_obscurations()
  • tf_zernike_cube()
• wf_psf.psf_models.tf_layers module
  • OLD_TF_batch_poly_PSF
    • OLD_TF_batch_poly_PSF.calculate_mono_PSF()
    • OLD_TF_batch_poly_PSF.calculate_poly_PSF()
    • OLD_TF_batch_poly_PSF.call()
    • OLD_TF_batch_poly_PSF.set_psf_batch()
  • TF_NP_GRAPH_OPD
    • TF_NP_GRAPH_OPD.call()
    • TF_NP_GRAPH_OPD.init_vars()
    • TF_NP_GRAPH_OPD.predict()
    • TF_NP_GRAPH_OPD.set_alpha_identity()
    • TF_NP_GRAPH_OPD.set_alpha_zero()
  • TF_NP_MCCD_OPD_v2
    • TF_NP_MCCD_OPD_v2.call()
    • TF_NP_MCCD_OPD_v2.init_vars()
    • TF_NP_MCCD_OPD_v2.predict()
    • TF_NP_MCCD_OPD_v2.set_alpha_identity()
    • TF_NP_MCCD_OPD_v2.set_alpha_zero()
  • TF_NP_poly_OPD
    • TF_NP_poly_OPD.assign_S_mat()
    • TF_NP_poly_OPD.call()
    • TF_NP_poly_OPD.init_vars()
    • TF_NP_poly_OPD.set_alpha_identity()
    • TF_NP_poly_OPD.set_alpha_zero()
  • TF_batch_mono_PSF
    • TF_batch_mono_PSF.calculate_mono_PSF()
    • TF_batch_mono_PSF.call()
    • TF_batch_mono_PSF.init_mono_PSF()
    • TF_batch_mono_PSF.set_lambda_phaseN()
    • TF_batch_mono_PSF.set_output_params()
  • TF_batch_poly_PSF
    • TF_batch_poly_PSF.calculate_mono_PSF()
    • TF_batch_poly_PSF.calculate_poly_PSF()
    • TF_batch_poly_PSF.call()
  • TF_physical_layer
    • TF_physical_layer.call()
    • TF_physical_layer.interpolate_all()
    • TF_physical_layer.interpolate_independent_Zk()
    • TF_physical_layer.interpolate_top_K()
  • TF_poly_Z_field
    • TF_poly_Z_field.assign_coeff_matrix()
    • TF_poly_Z_field.call()
    • TF_poly_Z_field.get_coeff_matrix()
    • TF_poly_Z_field.get_poly_coefficients_shape()
    • TF_poly_Z_field.init_coeff_matrix()
  • TF_zernike_OPD
    • TF_zernike_OPD.call()
• wf_psf.psf_models.tf_modules module
  • TF_Zernike_mono_PSF
  • TF_build_phase
    • TF_build_phase.apply_obscurations()
    • TF_build_phase.opd_to_phase()
    • TF_build_phase.zero_padding_diffraction()
  • TF_fft_diffract
    • TF_fft_diffract.crop_img()
    • TF_fft_diffract.normalize_psf()
    • TF_fft_diffract.tf_crop_img()
  • TF_mono_PSF
  • TF_zernike_OPD
• wf_psf.psf_models.tf_psf_field module
  • TF_GT_physical_field
    • TF_GT_physical_field.call()
    • TF_GT_physical_field.compute_zernikes()
    • TF_GT_physical_field.predict_mono_psfs()
    • TF_GT_physical_field.predict_opd()
    • TF_GT_physical_field.predict_step()
    • TF_GT_physical_field.predict_zernikes()
    • TF_GT_physical_field.set_output_Q()
  • TF_PSF_field_model
    • TF_PSF_field_model.assign_coeff_matrix()
    • TF_PSF_field_model.call()
    • TF_PSF_field_model.get_coeff_matrix()
    • TF_PSF_field_model.predict_mono_psfs()
    • TF_PSF_field_model.predict_opd()
    • TF_PSF_field_model.set_output_Q()
  • TF_SemiParam_field
    • TF_SemiParam_field.assign_S_mat()
    • TF_SemiParam_field.assign_coeff_matrix()
    • TF_SemiParam_field.call()
    • TF_SemiParam_field.get_coeff_matrix()
    • TF_SemiParam_field.predict_mono_psfs()
    • TF_SemiParam_field.predict_opd()
    • TF_SemiParam_field.project_DD_features()
    • TF_SemiParam_field.set_nonzero_nonparam()
    • TF_SemiParam_field.set_output_Q()
    • TF_SemiParam_field.set_trainable_layers()
    • TF_SemiParam_field.set_zero_nonparam()
  • TF_physical_poly_field
    • TF_physical_poly_field.assign_coeff_matrix()
    • TF_physical_poly_field.call()
    • TF_physical_poly_field.compute_zernikes()
    • TF_physical_poly_field.get_coeff_matrix()
    • TF_physical_poly_field.predict_mono_psfs()
    • TF_physical_poly_field.predict_opd()
    • TF_physical_poly_field.predict_step()
    • TF_physical_poly_field.predict_zernikes()
    • TF_physical_poly_field.set_nonzero_nonparam()
    • TF_physical_poly_field.set_output_Q()
    • TF_physical_poly_field.set_trainable_layers()
    • TF_physical_poly_field.set_zero_nonparam()
    • TF_physical_poly_field.zks_pad()
  • build_PSF_model()
• wf_psf.psf_models.zernikes module
  • zernike_generator()