Index _ | A | B | C | D | E | F | G | H | I | J | L | M | N | O | P | R | S | T | U | V | X | Z _ __call__() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) (radionets.core.callbacks.AvgLossCallback method) (radionets.core.callbacks.CometCallback method) (radionets.core.callbacks.CudaCallback method) (radionets.core.callbacks.DataAug method) (radionets.core.callbacks.GradientCallback method) (radionets.core.callbacks.Normalize method) (radionets.core.callbacks.PredictionImageGradient method) (radionets.core.callbacks.SaveTempCallback method) (radionets.core.callbacks.SwitchLoss method) (radionets.core.data.DataBunch method) (radionets.core.data.H5DataSet method) (radionets.core.DataBunch method) (radionets.core.H5DataSet method) A add_module() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) after_batch() (radionets.core.AvgLossCallback method) (radionets.core.callbacks.AvgLossCallback method) after_cancel_backward() (radionets.core.callbacks.GradientCallback method) (radionets.core.GradientCallback method) after_epoch() (radionets.core.callbacks.CometCallback method) (radionets.core.callbacks.GradientCallback method) (radionets.core.callbacks.SaveTempCallback method) (radionets.core.CometCallback method) (radionets.core.GradientCallback method) (radionets.core.SaveTempCallback method) after_train() (radionets.core.AvgLossCallback method) (radionets.core.callbacks.AvgLossCallback method) (radionets.core.callbacks.CometCallback method) (radionets.core.CometCallback method) after_training_plots() (in module radionets.evaluation.train_inspection) after_validate() (radionets.core.AvgLossCallback method) (radionets.core.callbacks.AvgLossCallback method) (radionets.core.callbacks.CometCallback method) (radionets.core.CometCallback method) analyse_intensity() (in module radionets.evaluation.contour) apply() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) apply_normalization() (in module radionets.evaluation.utils) apply_symmetry() (in module radionets.evaluation.utils) area() (radionets.plotting.Hist method) (radionets.plotting.hist.Hist method) area_of_contour() (in module radionets.evaluation.contour) AvgLossCallback (class in radionets.core) (class in radionets.core.callbacks) B before_backward() (radionets.core.callbacks.GradientCallback method) (radionets.core.GradientCallback method) before_batch() (radionets.core.callbacks.DataAug method) (radionets.core.callbacks.Normalize method) (radionets.core.DataAug method) (radionets.core.Normalize method) before_epoch() (radionets.core.callbacks.SwitchLoss method) (radionets.core.SwitchLoss method) before_fit() (radionets.core.callbacks.CudaCallback method) (radionets.core.CudaCallback method) beta_nll_loss() (in module radionets.core.loss_functions) bfloat16() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) bmul() (in module radionets.evaluation.jet_angle) BottleneckResBlock (class in radionets.architecture) (class in radionets.architecture.blocks) buffers() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) C calc_blobs() (in module radionets.evaluation.blob_detection) calc_dr() (in module radionets.evaluation.dynamic_range) calc_jet_angle() (in module radionets.evaluation.jet_angle) call_super_init (radionets.architecture.activation.GeneralELU attribute) (radionets.architecture.activation.GeneralReLU attribute) (radionets.architecture.activation.Lambda attribute) (radionets.architecture.archs.SRResNet attribute) (radionets.architecture.archs.SRResNet18 attribute) (radionets.architecture.archs.SRResNet34 attribute) (radionets.architecture.archs.SRResNet34_unc attribute) (radionets.architecture.archs.SRResNet34_unc_no_grad attribute) (radionets.architecture.blocks.BottleneckResBlock attribute) (radionets.architecture.blocks.Decoder attribute) (radionets.architecture.blocks.Encoder attribute) (radionets.architecture.blocks.NNBlock attribute) (radionets.architecture.blocks.SRBlock attribute) (radionets.architecture.layers.LocallyConnected2d attribute) (radionets.architecture.unc_archs.Uncertainty attribute) (radionets.architecture.unc_archs.UncertaintyWrapper attribute) check_outpath() (in module radionets.evaluation.utils) (in module radionets.training.utils) check_samp_file() (in module radionets.evaluation.utils) check_vmin_vmax() (in module radionets.evaluation.utils) children() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) CometCallback (class in radionets.core) (class in radionets.core.callbacks) compile() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) compute_area_ratio() (in module radionets.evaluation.contour) compute_rms() (in module radionets.evaluation.dynamic_range) corners() (in module radionets.evaluation.blob_detection) cpu() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) create_circular_mask() (in module radionets.core.loss_functions) create_contour_plots() (in module radionets.evaluation.train_inspection) create_databunch() (in module radionets.evaluation.utils) (in module radionets.training.utils) create_inspection_plots() (in module radionets.evaluation.train_inspection) create_predictions() (in module radionets.evaluation.train_inspection) create_sampled_databunch() (in module radionets.evaluation.utils) create_source_plots() (in module radionets.evaluation.train_inspection) create_uncertainty_plots() (in module radionets.evaluation.train_inspection) crop_first_component() (in module radionets.evaluation.blob_detection) cuda() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) CudaCallback (class in radionets.core) (class in radionets.core.callbacks) D DataAug (class in radionets.core) (class in radionets.core.callbacks) DataBunch (class in radionets.core) (class in radionets.core.data) Decoder (class in radionets.architecture) (class in radionets.architecture.blocks) define_arch() (in module radionets.training.utils) define_learner() (in module radionets.core) (in module radionets.core.learner) double() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) dump_patches (radionets.architecture.activation.GeneralELU attribute) (radionets.architecture.activation.GeneralReLU attribute) (radionets.architecture.activation.Lambda attribute) (radionets.architecture.archs.SRResNet attribute) (radionets.architecture.archs.SRResNet18 attribute) (radionets.architecture.archs.SRResNet34 attribute) (radionets.architecture.archs.SRResNet34_unc attribute) (radionets.architecture.archs.SRResNet34_unc_no_grad attribute) (radionets.architecture.blocks.BottleneckResBlock attribute) (radionets.architecture.blocks.Decoder attribute) (radionets.architecture.blocks.Encoder attribute) (radionets.architecture.blocks.NNBlock attribute) (radionets.architecture.blocks.SRBlock attribute) (radionets.architecture.layers.LocallyConnected2d attribute) (radionets.architecture.unc_archs.Uncertainty attribute) (radionets.architecture.unc_archs.UncertaintyWrapper attribute) dynamic_ranges() (radionets.plotting.Hist method) (radionets.plotting.hist.Hist method) E Encoder (class in radionets.architecture) (class in radionets.architecture.blocks) end_training() (in module radionets.training.utils) eval() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) eval_model() (in module radionets.evaluation.utils) evaluate_area() (in module radionets.evaluation.train_inspection) evaluate_area_sampled() (in module radionets.evaluation.train_inspection) evaluate_dynamic_range() (in module radionets.evaluation.train_inspection) evaluate_gan_sources() (in module radionets.evaluation.train_inspection) evaluate_intensity() (in module radionets.evaluation.train_inspection) evaluate_intensity_sampled() (in module radionets.evaluation.train_inspection) evaluate_mean_diff() (in module radionets.evaluation.train_inspection) evaluate_ms_ssim() (in module radionets.evaluation.train_inspection) evaluate_ms_ssim_sampled() (in module radionets.evaluation.train_inspection) evaluate_point() (in module radionets.evaluation.train_inspection) evaluate_unc() (in module radionets.evaluation.train_inspection) evaluate_viewing_angle() (in module radionets.evaluation.train_inspection) extra_repr() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) F FFT fitgaussian_crop() (in module radionets.evaluation.jets) fitgaussian_iterativ() (in module radionets.evaluation.jets) float() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) flux_comparison() (in module radionets.evaluation.pointsources) forward() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.BottleneckResBlock method) (radionets.architecture.Decoder method) (radionets.architecture.Encoder method) (radionets.architecture.GeneralELU method) (radionets.architecture.GeneralReLU method) (radionets.architecture.Lambda method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.LocallyConnected2d method) (radionets.architecture.NNBlock method) (radionets.architecture.SRBlock method) (radionets.architecture.SRResNet method) (radionets.architecture.SRResNet34_unc method) (radionets.architecture.SRResNet34_unc_no_grad method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) (radionets.architecture.Uncertainty method) (radionets.architecture.UncertaintyWrapper method) G gan_sources() (radionets.plotting.Hist method) (radionets.plotting.hist.Hist method) GeneralELU (class in radionets.architecture) (class in radionets.architecture.activation) GeneralReLU (class in radionets.architecture) (class in radionets.architecture.activation) get_boxsize() (in module radionets.evaluation.dynamic_range) get_buffer() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) get_bundles() (in module radionets.core) (in module radionets.core.data) get_dls() (in module radionets.core) (in module radionets.core.data) get_extra_state() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) get_ifft() (in module radionets.evaluation.utils) get_ifft_torch() (in module radionets.core.utils) get_images() (in module radionets.evaluation.utils) get_learner() (in module radionets.core) (in module radionets.core.learner) get_length_extended() (in module radionets.evaluation.pointsources) get_length_point() (in module radionets.evaluation.pointsources) get_min_max() (in module radionets.evaluation.pointsources) get_normalisation_factors() (in module radionets.training.utils) get_parameter() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) get_prediction() (in module radionets.evaluation.train_inspection) get_rms() (in module radionets.evaluation.dynamic_range) get_separate_prediction() (in module radionets.evaluation.train_inspection) get_submodule() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) GradientCallback (class in radionets.core) (class in radionets.core.callbacks) H H5DataSet (class in radionets.core) (class in radionets.core.data) half() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) Hist (class in radionets.plotting) (class in radionets.plotting.hist) I im_to_array_value() (in module radionets.evaluation.jet_angle) init_cnn() (in module radionets.core) (in module radionets.core.model) ipu() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) J jet_angles() (radionets.plotting.Hist method) (radionets.plotting.hist.Hist method) jet_gaussian_distance() (radionets.plotting.Hist method) (radionets.plotting.hist.Hist method) jet_seg() (in module radionets.core.loss_functions) L l1() (in module radionets.core.loss_functions) Lambda (class in radionets.architecture) (class in radionets.architecture.activation) learn (radionets.core.callbacks.AvgLossCallback attribute) (radionets.core.callbacks.CometCallback attribute) (radionets.core.callbacks.CudaCallback attribute) (radionets.core.callbacks.DataAug attribute) (radionets.core.callbacks.GradientCallback attribute) (radionets.core.callbacks.Normalize attribute) (radionets.core.callbacks.PredictionImageGradient attribute) (radionets.core.callbacks.SaveTempCallback attribute) (radionets.core.callbacks.SwitchLoss attribute) load_data() (in module radionets.core) (in module radionets.core.data) load_pre_model() (in module radionets.core) (in module radionets.core.model) load_pretrained_model() (in module radionets.evaluation.utils) load_state_dict() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) LocallyConnected2d (class in radionets.architecture) (class in radionets.architecture.layers) M make_axes_nice() (in module radionets.evaluation.utils) mean_diff() (radionets.plotting.Hist method) (radionets.plotting.hist.Hist method) mergeDictionary() (in module radionets.evaluation.utils) module radionets.architecture radionets.architecture.activation radionets.architecture.archs radionets.architecture.blocks radionets.architecture.layers radionets.architecture.unc_archs radionets.core radionets.core.callbacks radionets.core.data radionets.core.learner radionets.core.logging radionets.core.loss_functions radionets.core.model radionets.core.utils radionets.evaluation radionets.evaluation.blob_detection radionets.evaluation.contour radionets.evaluation.dynamic_range radionets.evaluation.jet_angle radionets.evaluation.jets radionets.evaluation.pointsources radionets.evaluation.train_inspection radionets.evaluation.utils radionets.plotting radionets.plotting.hist radionets.plotting.inspection radionets.plotting.visualization radionets.training radionets.training.utils modules() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) ms_ssim() (radionets.plotting.Hist method) (radionets.plotting.hist.Hist method) mse() (in module radionets.core.loss_functions) mtia() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) N name (radionets.core.callbacks.AvgLossCallback attribute) (radionets.core.callbacks.CometCallback attribute) (radionets.core.callbacks.CudaCallback attribute) (radionets.core.callbacks.DataAug attribute) (radionets.core.callbacks.GradientCallback attribute) (radionets.core.callbacks.Normalize attribute) (radionets.core.callbacks.PredictionImageGradient attribute) (radionets.core.callbacks.SaveTempCallback attribute) (radionets.core.callbacks.SwitchLoss attribute) named_buffers() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) named_children() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) named_modules() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) named_parameters() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) NNBlock (class in radionets.architecture) (class in radionets.architecture.blocks) Normalize (class in radionets.core) (class in radionets.core.callbacks) normalize() (radionets.core.callbacks.Normalize method) (radionets.core.Normalize method) NUFFT O open_bundle() (in module radionets.core) (in module radionets.core.data) (radionets.core.data.H5DataSet method) (radionets.core.H5DataSet method) open_bundle_pack() (in module radionets.core) (in module radionets.core.data) open_fft_bundle() (in module radionets.core) (in module radionets.core.data) open_image() (radionets.core.data.H5DataSet method) (radionets.core.H5DataSet method) (radionets.evaluation.utils.sampled_dataset method) order (radionets.core.callbacks.AvgLossCallback attribute) (radionets.core.callbacks.CometCallback attribute) (radionets.core.callbacks.CudaCallback attribute) (radionets.core.callbacks.DataAug attribute) (radionets.core.callbacks.GradientCallback attribute) (radionets.core.callbacks.Normalize attribute) (radionets.core.callbacks.PredictionImageGradient attribute) (radionets.core.callbacks.SaveTempCallback attribute) (radionets.core.callbacks.SwitchLoss attribute) P parameters() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) pca() (in module radionets.evaluation.jet_angle) peak_intensity() (radionets.plotting.Hist method) (radionets.plotting.hist.Hist method) plot_box() (in module radionets.plotting.visualization) plot_contour() (in module radionets.plotting.visualization) plot_data() (in module radionets.plotting.visualization) plot_fitgaussian() (in module radionets.plotting.visualization) plot_inp_tar() (in module radionets.plotting.visualization) plot_jet_components_results() (in module radionets.plotting.visualization) plot_jet_results() (in module radionets.plotting.visualization) plot_length_point() (in module radionets.plotting.visualization) plot_loss() (in module radionets.plotting) (in module radionets.plotting.inspection) (radionets.core.AvgLossCallback method) (radionets.core.callbacks.AvgLossCallback method) plot_lr() (in module radionets.plotting) (in module radionets.plotting.inspection) plot_lr_loss() (in module radionets.plotting) (in module radionets.plotting.inspection) plot_lrs() (radionets.core.AvgLossCallback method) (radionets.core.callbacks.AvgLossCallback method) plot_target() (in module radionets.plotting.visualization) plot_test_fft() (radionets.core.callbacks.CometCallback method) (radionets.core.CometCallback method) plot_test_pred() (radionets.core.callbacks.CometCallback method) (radionets.core.CometCallback method) point() (radionets.plotting.Hist method) (radionets.plotting.hist.Hist method) pop_interrupt() (in module radionets.training.utils) PredictionImageGradient (class in radionets.core) (class in radionets.core.callbacks) preprocessing() (in module radionets.evaluation.utils) process_prediction() (in module radionets.evaluation.utils) R radionets.architecture module radionets.architecture.activation module radionets.architecture.archs module radionets.architecture.blocks module radionets.architecture.layers module radionets.architecture.unc_archs module radionets.core module radionets.core.callbacks module radionets.core.data module radionets.core.learner module radionets.core.logging module radionets.core.loss_functions module radionets.core.model module radionets.core.utils module radionets.evaluation module radionets.evaluation.blob_detection module radionets.evaluation.contour module radionets.evaluation.dynamic_range module radionets.evaluation.jet_angle module radionets.evaluation.jets module radionets.evaluation.pointsources module radionets.evaluation.train_inspection module radionets.evaluation.utils module radionets.plotting module radionets.plotting.hist module radionets.plotting.inspection module radionets.plotting.visualization module radionets.training module radionets.training.utils module read_config() (in module radionets.evaluation.utils) (in module radionets.training.utils) read_pred() (in module radionets.evaluation.utils) register_backward_hook() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) register_buffer() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) register_forward_hook() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) register_forward_pre_hook() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) register_full_backward_hook() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) register_full_backward_pre_hook() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) register_load_state_dict_post_hook() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) register_load_state_dict_pre_hook() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) register_module() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) register_parameter() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) register_state_dict_post_hook() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) register_state_dict_pre_hook() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) requires_grad_() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) rescale_normalization() (in module radionets.evaluation.utils) reshape_2d() (in module radionets.evaluation.utils) RIME run (radionets.core.callbacks.AvgLossCallback attribute) (radionets.core.callbacks.CometCallback attribute) (radionets.core.callbacks.CudaCallback attribute) (radionets.core.callbacks.DataAug attribute) (radionets.core.callbacks.GradientCallback attribute) (radionets.core.callbacks.Normalize attribute) (radionets.core.callbacks.PredictionImageGradient attribute) (radionets.core.callbacks.SaveTempCallback attribute) (radionets.core.callbacks.SwitchLoss attribute) run_train (radionets.core.callbacks.AvgLossCallback attribute) (radionets.core.callbacks.CometCallback attribute) (radionets.core.callbacks.CudaCallback attribute) (radionets.core.callbacks.DataAug attribute) (radionets.core.callbacks.GradientCallback attribute) (radionets.core.callbacks.Normalize attribute) (radionets.core.callbacks.PredictionImageGradient attribute) (radionets.core.callbacks.SaveTempCallback attribute) (radionets.core.callbacks.SwitchLoss attribute) run_valid (radionets.core.callbacks.AvgLossCallback attribute) (radionets.core.callbacks.CometCallback attribute) (radionets.core.callbacks.CudaCallback attribute) (radionets.core.callbacks.DataAug attribute) (radionets.core.callbacks.GradientCallback attribute) (radionets.core.callbacks.Normalize attribute) (radionets.core.callbacks.PredictionImageGradient attribute) (radionets.core.callbacks.SaveTempCallback attribute) (radionets.core.callbacks.SwitchLoss attribute) S sample_images() (in module radionets.evaluation.utils) sampled_dataset (class in radionets.evaluation.utils) save_bundle() (in module radionets.core) (in module radionets.core.data) save_fft_pair() (in module radionets.core) (in module radionets.core.data) save_model() (in module radionets.core) (in module radionets.core.model) save_output_pred() (radionets.core.callbacks.PredictionImageGradient method) (radionets.core.PredictionImageGradient method) save_pred() (in module radionets.evaluation.utils) save_sampled() (in module radionets.evaluation.train_inspection) SaveTempCallback (class in radionets.core) (class in radionets.core.callbacks) select_box() (in module radionets.evaluation.dynamic_range) set_extra_state() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) set_submodule() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) setup_logger() (in module radionets.core) (in module radionets.core.logging) share_memory() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) source_list_collate() (in module radionets.evaluation.utils) split_amp_phase() (in module radionets.core.utils) split_real_imag() (in module radionets.core.utils) splitted_L1() (in module radionets.core.loss_functions) splitted_L1_masked() (in module radionets.core.loss_functions) SRBlock (class in radionets.architecture) (class in radionets.architecture.blocks) SRResNet (class in radionets.architecture) (class in radionets.architecture.archs) SRResNet18 (class in radionets.architecture) (class in radionets.architecture.archs) SRResNet34 (class in radionets.architecture) (class in radionets.architecture.archs) SRResNet34_unc (class in radionets.architecture) (class in radionets.architecture.archs) SRResNet34_unc_no_grad (class in radionets.architecture) (class in radionets.architecture.archs) state_dict() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) sum_intensity() (radionets.plotting.Hist method) (radionets.plotting.hist.Hist method) SwitchLoss (class in radionets.core) (class in radionets.core.callbacks) symmetry() (in module radionets.core) (in module radionets.core.model) (in module radionets.evaluation.utils) T T_destination (radionets.architecture.activation.GeneralELU attribute) (radionets.architecture.activation.GeneralReLU attribute) (radionets.architecture.activation.Lambda attribute) (radionets.architecture.archs.SRResNet attribute) (radionets.architecture.archs.SRResNet18 attribute) (radionets.architecture.archs.SRResNet34 attribute) (radionets.architecture.archs.SRResNet34_unc attribute) (radionets.architecture.archs.SRResNet34_unc_no_grad attribute) (radionets.architecture.blocks.BottleneckResBlock attribute) (radionets.architecture.blocks.Decoder attribute) (radionets.architecture.blocks.Encoder attribute) (radionets.architecture.blocks.NNBlock attribute) (radionets.architecture.blocks.SRBlock attribute) (radionets.architecture.layers.LocallyConnected2d attribute) (radionets.architecture.unc_archs.Uncertainty attribute) (radionets.architecture.unc_archs.UncertaintyWrapper attribute) to() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) to_empty() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) train() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) train_ds (radionets.core.data.DataBunch attribute) (radionets.core.DataBunch attribute) trunc_rvs() (in module radionets.evaluation.utils) type() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) U unc() (radionets.plotting.Hist method) (radionets.plotting.hist.Hist method) Uncertainty (class in radionets.architecture) (class in radionets.architecture.unc_archs) UncertaintyWrapper (class in radionets.architecture) (class in radionets.architecture.unc_archs) V valid_ds (radionets.core.data.DataBunch attribute) (radionets.core.DataBunch attribute) visualize_sampled_unc() (in module radionets.plotting.visualization) visualize_source_reconstruction() (in module radionets.plotting.visualization) visualize_uncertainty() (in module radionets.plotting.visualization) visualize_with_fourier() (in module radionets.plotting.visualization) visualize_with_fourier_diff() (in module radionets.plotting.visualization) X xpu() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method) Z zero_grad() (radionets.architecture.activation.GeneralELU method) (radionets.architecture.activation.GeneralReLU method) (radionets.architecture.activation.Lambda method) (radionets.architecture.archs.SRResNet method) (radionets.architecture.archs.SRResNet18 method) (radionets.architecture.archs.SRResNet34 method) (radionets.architecture.archs.SRResNet34_unc method) (radionets.architecture.archs.SRResNet34_unc_no_grad method) (radionets.architecture.blocks.BottleneckResBlock method) (radionets.architecture.blocks.Decoder method) (radionets.architecture.blocks.Encoder method) (radionets.architecture.blocks.NNBlock method) (radionets.architecture.blocks.SRBlock method) (radionets.architecture.layers.LocallyConnected2d method) (radionets.architecture.unc_archs.Uncertainty method) (radionets.architecture.unc_archs.UncertaintyWrapper method)
