LICENSE
README.rst
pyproject.toml
deepinv/__about__.py
deepinv/__init__.py
deepinv.egg-info/PKG-INFO
deepinv.egg-info/SOURCES.txt
deepinv.egg-info/dependency_links.txt
deepinv.egg-info/requires.txt
deepinv.egg-info/top_level.txt
deepinv/datasets/__init__.py
deepinv/datasets/cbsd68.py
deepinv/datasets/cmrxrecon.py
deepinv/datasets/datagenerator.py
deepinv/datasets/div2k.py
deepinv/datasets/fastmri.py
deepinv/datasets/flickr2k.py
deepinv/datasets/fmd.py
deepinv/datasets/kohler.py
deepinv/datasets/lidc_idri.py
deepinv/datasets/lsdir.py
deepinv/datasets/patch_dataset.py
deepinv/datasets/satellite.py
deepinv/datasets/set14.py
deepinv/datasets/skmtea.py
deepinv/datasets/urban100.py
deepinv/datasets/utils.py
deepinv/loss/__init__.py
deepinv/loss/augmentation.py
deepinv/loss/ei.py
deepinv/loss/loss.py
deepinv/loss/mc.py
deepinv/loss/measplit.py
deepinv/loss/moi.py
deepinv/loss/r2r.py
deepinv/loss/regularisers.py
deepinv/loss/scheduler.py
deepinv/loss/score.py
deepinv/loss/sup.py
deepinv/loss/sure.py
deepinv/loss/tv.py
deepinv/loss/adversarial/__init__.py
deepinv/loss/adversarial/base.py
deepinv/loss/adversarial/consistency.py
deepinv/loss/adversarial/uair.py
deepinv/loss/metric/__init__.py
deepinv/loss/metric/distortion.py
deepinv/loss/metric/functional.py
deepinv/loss/metric/metric.py
deepinv/loss/metric/perceptual.py
deepinv/loss/mri/__init__.py
deepinv/loss/mri/measplit.py
deepinv/models/GSPnP.py
deepinv/models/PDNet.py
deepinv/models/__init__.py
deepinv/models/ae.py
deepinv/models/artifactremoval.py
deepinv/models/base.py
deepinv/models/bm3d.py
deepinv/models/complex.py
deepinv/models/diffunet.py
deepinv/models/dip.py
deepinv/models/dncnn.py
deepinv/models/drunet.py
deepinv/models/dsccp.py
deepinv/models/dynamic.py
deepinv/models/epll.py
deepinv/models/equivariant.py
deepinv/models/gan.py
deepinv/models/guided_diffusion.py
deepinv/models/icnn.py
deepinv/models/median.py
deepinv/models/modl.py
deepinv/models/multispectral.py
deepinv/models/ncsnpp.py
deepinv/models/precond.py
deepinv/models/ram.py
deepinv/models/restormer.py
deepinv/models/scunet.py
deepinv/models/swinir.py
deepinv/models/tgv.py
deepinv/models/tv.py
deepinv/models/unet.py
deepinv/models/utils.py
deepinv/models/varnet.py
deepinv/models/wavdict.py
deepinv/optim/__init__.py
deepinv/optim/bregman.py
deepinv/optim/data_fidelity.py
deepinv/optim/distance.py
deepinv/optim/dpir.py
deepinv/optim/epll.py
deepinv/optim/fixed_point.py
deepinv/optim/optimizers.py
deepinv/optim/phase_retrieval.py
deepinv/optim/potential.py
deepinv/optim/prior.py
deepinv/optim/utils.py
deepinv/optim/optim_iterators/__init__.py
deepinv/optim/optim_iterators/admm.py
deepinv/optim/optim_iterators/drs.py
deepinv/optim/optim_iterators/gradient_descent.py
deepinv/optim/optim_iterators/hqs.py
deepinv/optim/optim_iterators/optim_iterator.py
deepinv/optim/optim_iterators/pgd.py
deepinv/optim/optim_iterators/primal_dual_CP.py
deepinv/optim/optim_iterators/spectral_methods.py
deepinv/physics/__init__.py
deepinv/physics/blur.py
deepinv/physics/cassi.py
deepinv/physics/compressed_sensing.py
deepinv/physics/forward.py
deepinv/physics/haze.py
deepinv/physics/inpainting.py
deepinv/physics/lidar.py
deepinv/physics/mri.py
deepinv/physics/noise.py
deepinv/physics/phase_retrieval.py
deepinv/physics/radio.py
deepinv/physics/range.py
deepinv/physics/remote_sensing.py
deepinv/physics/singlepixel.py
deepinv/physics/structured_random.py
deepinv/physics/time.py
deepinv/physics/tomography.py
deepinv/physics/unmixing.py
deepinv/physics/wrappers.py
deepinv/physics/functional/__init__.py
deepinv/physics/functional/astra.py
deepinv/physics/functional/convolution.py
deepinv/physics/functional/dst.py
deepinv/physics/functional/hist.py
deepinv/physics/functional/imresize.py
deepinv/physics/functional/interp.py
deepinv/physics/functional/multiplier.py
deepinv/physics/functional/product_convolution.py
deepinv/physics/functional/radon.py
deepinv/physics/functional/rand.py
deepinv/physics/generator/__init__.py
deepinv/physics/generator/base.py
deepinv/physics/generator/blur.py
deepinv/physics/generator/downsampling.py
deepinv/physics/generator/inpainting.py
deepinv/physics/generator/mri.py
deepinv/physics/generator/noise.py
deepinv/sampling/__init__.py
deepinv/sampling/diffusion.py
deepinv/sampling/diffusion_sde.py
deepinv/sampling/langevin.py
deepinv/sampling/noisy_datafidelity.py
deepinv/sampling/sampling.py
deepinv/sampling/sde_solver.py
deepinv/sampling/utils.py
deepinv/sampling/sampling_iterators/SKRock.py
deepinv/sampling/sampling_iterators/__init__.py
deepinv/sampling/sampling_iterators/diffusion.py
deepinv/sampling/sampling_iterators/sampling_iterator.py
deepinv/sampling/sampling_iterators/ula.py
deepinv/tests/conftest.py
deepinv/tests/dummy.py
deepinv/tests/test_adversarial.py
deepinv/tests/test_datasets.py
deepinv/tests/test_deprecated.py
deepinv/tests/test_external_libraries.py
deepinv/tests/test_generators.py
deepinv/tests/test_loss.py
deepinv/tests/test_loss_train.py
deepinv/tests/test_metric.py
deepinv/tests/test_models.py
deepinv/tests/test_noise_model.py
deepinv/tests/test_optim.py
deepinv/tests/test_physics.py
deepinv/tests/test_physics_functional.py
deepinv/tests/test_sampling.py
deepinv/tests/test_trainer.py
deepinv/tests/test_transform.py
deepinv/tests/test_unfolded.py
deepinv/tests/test_utils.py
deepinv/training/__init__.py
deepinv/training/adversarial.py
deepinv/training/testing.py
deepinv/training/trainer.py
deepinv/transform/__init__.py
deepinv/transform/augmentation.py
deepinv/transform/base.py
deepinv/transform/diffeomorphism.py
deepinv/transform/projective.py
deepinv/transform/reflect.py
deepinv/transform/rotate.py
deepinv/transform/scale.py
deepinv/transform/shift.py
deepinv/transform/temporal.py
deepinv/unfolded/__init__.py
deepinv/unfolded/deep_equilibrium.py
deepinv/unfolded/unfolded.py
deepinv/utils/__init__.py
deepinv/utils/decorators.py
deepinv/utils/demo.py
deepinv/utils/logger.py
deepinv/utils/metric.py
deepinv/utils/nn.py
deepinv/utils/parameters.py
deepinv/utils/patch_extractor.py
deepinv/utils/phantoms.py
deepinv/utils/plotting.py
deepinv/utils/signal.py
deepinv/utils/tensorlist.py
docs/source/conf.py
examples/adversarial-learning/demo_gan_imaging.py
examples/basics/demo_blur_tour.py
examples/basics/demo_custom_prior.py
examples/basics/demo_dataset.py
examples/basics/demo_denoiser_tour.py
examples/basics/demo_dip.py
examples/basics/demo_hf_dataset.py
examples/basics/demo_lidar.py
examples/basics/demo_loading.py
examples/basics/demo_microscopy_3d.py
examples/basics/demo_optimizing_physics_parameter.py
examples/basics/demo_phase_retrieval.py
examples/basics/demo_physics.py
examples/basics/demo_physics_tour.py
examples/basics/demo_ptychography.py
examples/basics/demo_remote_sensing.py
examples/basics/demo_spc.py
examples/basics/demo_tour_mri.py
examples/basics/demo_train_inpainting.py
examples/basics/demo_transforms.py
examples/external-libraries/_demo_astra_tomography.py
examples/external-libraries/demo_ri_basic.py
examples/optimization/demo_3D_wavelets.py
examples/optimization/demo_TV_minimisation.py
examples/optimization/demo_wavelet_prior.py
examples/patch-priors/demo_epll.py
examples/patch-priors/demo_patch_priors_CT.py
examples/plug-and-play/demo_PnP_DPIR_deblur.py
examples/plug-and-play/demo_PnP_custom_optim.py
examples/plug-and-play/demo_PnP_mirror_descent.py
examples/plug-and-play/demo_RED_GSPnP_SR.py
examples/plug-and-play/demo_vanilla_PnP.py
examples/sampling/demo_custom_kernel.py
examples/sampling/demo_ddrm.py
examples/sampling/demo_diffpir.py
examples/sampling/demo_diffusion_sde.py
examples/sampling/demo_dps.py
examples/sampling/demo_sampling.py
examples/self-supervised-learning/demo_artifact2artifact.py
examples/self-supervised-learning/demo_ei_transforms.py
examples/self-supervised-learning/demo_equivariant_imaging.py
examples/self-supervised-learning/demo_multioperator_imaging.py
examples/self-supervised-learning/demo_n2n_denoising.py
examples/self-supervised-learning/demo_r2r_denoising.py
examples/self-supervised-learning/demo_splitting_loss.py
examples/self-supervised-learning/demo_sure_denoising.py
examples/self-supervised-learning/demo_unsure.py
examples/unfolded/demo_DEQ.py
examples/unfolded/demo_LISTA.py
examples/unfolded/demo_custom_prior_unfolded.py
examples/unfolded/demo_learned_primal_dual.py
examples/unfolded/demo_ram.py
examples/unfolded/demo_unfolded_constrained_LISTA.py
examples/unfolded/demo_vanilla_unfolded.py