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Also fix DiscreteLp space functions
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This is a WIP version of the more radical proposal in #1458. It's based on #1459 because that's the only reasonable base to start from.
Closes #1458
Closes #1249
TODO
Hard to know what exactly, will update along the way.
NumpyTensorPort useful code fromRemoved functions, beyond the scope of this PR. See ENH: Tensor-valued DiscreteLp #1238__array_ufunc__(space slicing / weight propagation) toNumpyTensorSpaceTensorTensor.showa method ofTensorSpaceDiscreteLpElementDiscreteLpElement.showa method ofDiscreteLpDiscreteLpElementto appropriate placesProductSpaceElementProductSpaceElement.showa method ofProductSpaceProductSpaceinvoke them directly (classes don't work any more since they usex1.spaceand the likes)LinearSpaceElementPassing Doctests
deform/deform/linearized.pyset/set/space.pyset/sets.pyset/domain.pysolvers/solvers/smooth/newton.pysolvers/smooth/nonlinear_cg.pysolvers/smooth/gradient.pysolvers/functional/derivatives.pysolvers/functional/example_funcs.pysolvers/functional/functional.pysolvers/functional/default_functionals.pysolvers/util/steplen.pysolvers/util/callback.pysolvers/iterative/iterative.pysolvers/iterative/statistical.pysolvers/nonsmooth/difference_convex.pysolvers/nonsmooth/admm.pysolvers/nonsmooth/douglas_rachford.pysolvers/nonsmooth/alternating_dual_updates.pysolvers/nonsmooth/forward_backward.pysolvers/nonsmooth/proximal_operators.pysolvers/nonsmooth/proximal_gradient_solvers.pysolvers/nonsmooth/primal_dual_hybrid_gradient.pyufunc_ops/ufunc_ops/ufunc_ops.pyoperator/operator/oputils.pyoperator/default_ops.pyoperator/tensor_ops.pyoperator/pspace_ops.pyoperator/operator.pytrafos/trafos/wavelet.pytrafos/fourier.pytrafos/backends/pyfftw_bindings.pytrafos/backends/pywt_bindings.pytrafos/util/ft_utils.pydiagnostics/diagnostics/space.pydiagnostics/examples.pydiagnostics/operator.pyspace/space/base_tensors.pyspace/entry_points.pyspace/space_utils.pyspace/pspace.pyspace/weighting.pyspace/npy_tensors.pyphantom/phantom/noise.pyphantom/misc_phantoms.pyphantom/emission.pyphantom/geometric.pyphantom/transmission.pyphantom/phantom_utils.pydiscr/discr/diff_ops.pydiscr/grid.pydiscr/lp_discr.pydiscr/discr_utils.pydiscr/discr_ops.pydiscr/partition.pyutil/util/graphics.pyutil/normalize.pyutil/numerics.pyutil/npy_compat.pyutil/utility.pyutil/testutils.pyutil/pytest_config.pyutil/vectorization.pytomo/tomo/analytic/filtered_back_projection.pytomo/backends/skimage_radon.pytomo/backends/astra_cpu.pytomo/backends/astra_cuda.pytomo/backends/astra_setup.pytomo/geometry/geometry.pytomo/geometry/conebeam.pytomo/geometry/detector.pytomo/geometry/spect.pytomo/geometry/parallel.pytomo/util/utility.pytomo/util/testutils.pytomo/operators/ray_trafo.pycontrib/contrib/tensorflow/space.pycontrib/tensorflow/layer.pycontrib/tensorflow/operator.pycontrib/shearlab/shearlab_operator.pycontrib/solvers/spdhg/misc.pycontrib/solvers/spdhg/stochastic_primal_dual_hybrid_gradient.pycontrib/solvers/functional/nonlocalmeans_functionals.pycontrib/datasets/util.pycontrib/datasets/ct/fips.pycontrib/datasets/ct/mayo_dicom_dict.pycontrib/datasets/ct/mayo.pycontrib/datasets/mri/tugraz.pycontrib/datasets/images/cambridge.pycontrib/pyshearlab/pyshearlab_operator.pycontrib/param_opt/param_opt.pycontrib/fom/unsupervised.pycontrib/fom/supervised.pycontrib/fom/util.pycontrib/torch/operator.pycontrib/torch/test/test_operator.pycontrib/mrc/mrc.pycontrib/mrc/uncompr_bin.pycontrib/tomo/elekta.pyPassing Unittests
test/deform/test/deform/linearized_deform_test.pytest/set/test/set/sets_test.pytest/set/domain_test.pytest/set/space_test.pytest/largescale/test/largescale/solvers/nonsmooth/default_functionals_slow_test.pytest/largescale/trafos/fourier_slow_test.pytest/largescale/space/tensor_space_slow_test.pytest/largescale/tomo/analytic_slow_test.pytest/largescale/tomo/ray_transform_slow_test.pytest/solvers/test/solvers/smooth/smooth_test.pytest/solvers/functional/functional_test.pytest/solvers/functional/default_functionals_test.pytest/solvers/util/steplen_test.pytest/solvers/iterative/iterative_test.pytest/solvers/nonsmooth/primal_dual_hybrid_gradient_test.pytest/solvers/nonsmooth/douglas_rachford_test.pytest/solvers/nonsmooth/alternating_dual_updates_test.pytest/solvers/nonsmooth/proximal_utils_test.pytest/solvers/nonsmooth/proximal_operator_test.pytest/solvers/nonsmooth/admm_test.pytest/solvers/nonsmooth/forward_backward_test.pytest/solvers/nonsmooth/difference_convex_test.pytest/operator/test/operator/pspace_ops_test.pytest/operator/tensor_ops_test.pytest/operator/operator_test.pytest/operator/oputils_test.pytest/trafos/test/trafos/wavelet_test.pytest/trafos/fourier_test.pytest/trafos/backends/pyfftw_bindings_test.pytest/trafos/backends/pywt_bindings_test.pytest/trafos/util/ft_utils_test.pytest/space/test/space/tensors_test.pytest/space/space_utils_test.pytest/space/pspace_test.pytest/discr/test/discr/discr_ops_test.pytest/discr/grid_test.pytest/discr/discr_utils_test.pytest/discr/lp_discr_test.pytest/discr/partition_test.pytest/discr/diff_ops_test.pytest/util/test/util/numerics_test.pytest/util/normalize_test.pytest/util/vectorization_test.pytest/util/utility_test.pytest/tomo/test/tomo/backends/astra_cuda_test.pytest/tomo/backends/skimage_test.pytest/tomo/backends/astra_cpu_test.pytest/tomo/backends/astra_setup_test.pytest/tomo/geometry/geometry_test.pytest/tomo/geometry/spect_geometry_test.pytest/tomo/operators/ray_trafo_test.pycontrib/*/test/contrib/tensorflow/test/tensorflow_test.pycontrib/shearlab/test/operator_test.pycontrib/pyshearlab/test/operator_test.pycontrib/param_opt/test/test_param_opt.pycontrib/fom/test/test_unsupervised.pycontrib/fom/test/test_supervised.pycontrib/mrc/test/uncompr_bin_test.pycontrib/mrc/test/mrc_test.pyWorking Examples
deform/deform/linearized_fixed_displacement.pydeform/linearized_fixed_template.pysolvers/solvers/pdhg_tomography_tgv.pysolvers/lbfgs_tomography_tv.pysolvers/douglas_rachford_pd_tomography_tv.pysolvers/kaczmarz_tomography.pysolvers/pdhg_denoising_ROF_algorithm_comparison.pysolvers/pdhg_denoising_L1_HuberTV.pysolvers/lbfgs_tomography.pysolvers/functional_basic_example.pysolvers/proximal_gradient_wavelet_tomography.pysolvers/forward_backward_pd_denoising.pysolvers/admm_tomography.pysolvers/pdhg_denoising.pysolvers/nuclear_norm_tomography.pysolvers/pdhg_denoising_L2_HuberTV.pysolvers/nuclear_norm_minimization.pysolvers/proximal_lang_poisson.pysolvers/scipy_solvers.pysolvers/denoising_with_entropy_type_regularization.pysolvers/bregman_tv_tomography.pysolvers/conjugate_gradient_tomography.pysolvers/adupdates_tomography.pysolvers/douglas_rachford_pd_mri.pysolvers/proximal_gradient_denoising.pysolvers/pdhg_deconvolve.pysolvers/proximal_lang_tomography.pysolvers/pdhg_denoising_tgv.pysolvers/deconvolution_1d.pysolvers/pdhg_denoising_complex.pysolvers/rosenbrock_minimization.pysolvers/functional_basic_example_solver.pysolvers/douglas_rachford_pd_heron.pysolvers/pdhg_tomography.pyufunc_ops/ufunc_ops/ufunc_composition.pyufunc_ops/ufunc_basics.pyufunc_ops/ufunc_solvers.pyoperator/operator/simple_operator.pyoperator/convolution_operator.pytrafos/trafos/fourier_trafo.pytrafos/wavelet_trafo.pydiagnostics/diagnostics/diagonstics_space.pyspace/space/simple_r.pyspace/simple_rn.pyspace/vectorization.pytomo/tomo/filtered_backprojection_cone_2d.pytomo/ray_trafo_parallel_2d.pytomo/ray_trafo_cone_3d.pytomo/ray_trafo_parallel_3d_euler.pytomo/filtered_backprojection_cone_3d_short_scan.pytomo/filtered_backprojection_helical_3d.pytomo/filtered_backprojection_cone_2d_short_scan.pytomo/filtered_backprojection_parallel_2d_complex.pytomo/anisotropic_voxels.pytomo/ray_trafo_parallel_3d.pytomo/filtered_backprojection_parallel_2d.pytomo/filtered_backprojection_parallel_3d.pytomo/ray_trafo_cone_2d.pytomo/ray_trafo_parallel_2d_complex.pytomo/filtered_backprojection_cone_3d.pytomo/ray_trafo_helical_cone_3d.pytomo/checks/check_axes_parallel3d_bp.pytomo/checks/check_axes_cone3d_fp.pytomo/checks/check_axes_parallel2d_bp.pytomo/checks/check_axes_parallel2d_fp.pytomo/checks/check_axes_cone3d_bp.pytomo/checks/check_axes_parallel3d_fp.pytomo/checks/check_axes_cone2d_fp.pytomo/checks/check_axes_cone2d_bp.pytomo/backends/astra_performance_cpu_parallel_2d_cg.pytomo/backends/astra_performance_cuda_cone_3d_cg.pytomo/backends/astra_performance_cuda_parallel_2d_cg.pyvisualization/visualization/visualize_vector_examples.py->visualization/show_examples.pyvisualization/show_productspace.pyvisualization/show_update_1d.pyvisualization/show_2d_complex.pyvisualization/show_update_2d.pyvisualization/show_1d.pyvisualization/show_2d.pyvisualization/show_vector.pyvisualization/show_callback.pyvisualization/show_update_in_place_2d.pycontrib/*/examples/contrib/tensorflow/examples/tensorflow_layer_matrix.pycontrib/tensorflow/examples/tensorflow_layer_productspace.pycontrib/tensorflow/examples/tensorflow_tomography.pycontrib/tensorflow/examples/tensorflow_layer_ray_transform.pycontrib/tensorflow/examples/tensorflow_operator_matrix.pycontrib/shearlab/examples/wave_shear_separation.pycontrib/shearlab/examples/basic_shearlab.pycontrib/solvers/spdhg/examples/PET_1k.pycontrib/solvers/spdhg/examples/deblurring_1k2_dual.pycontrib/solvers/spdhg/examples/PET_linear_rate.pycontrib/solvers/spdhg/examples/ROF_1k2_primal.pycontrib/solvers/spdhg/examples/get_started.pycontrib/solvers/examples/tomography_nonlocalmeans.pycontrib/datasets/ct/examples/mayo_reconstruct.pycontrib/datasets/ct/examples/fips_reconstruct.pycontrib/datasets/mri/examples/tugraz_reconstruct.pycontrib/datasets/images/examples/cambridge_images.pycontrib/pyshearlab/examples/wave_shear_separation.pycontrib/pyshearlab/examples/basic_shearlab.pycontrib/param_opt/examples/find_optimal_parameters.pycontrib/fom/examples/noise_power_spectrum.pycontrib/fom/examples/haarpsi.pycontrib/fom/examples/supervised_comparison.pycontrib/torch/examples/operator_module.pycontrib/torch/examples/operator_autograd.pycontrib/mrc/examples/mrc_io.pycontrib/mrc/examples/raw_binary_with_header_io.pycontrib/tomo/examples/elekta_icon_fbp.pycontrib/tomo/examples/elekta_xvi_algebraic_reconstruction.pycontrib/tomo/examples/elekta_xvi_fbp.pycontrib/tomo/examples/elekta_icon_algebraic_reconstruction.py