├── .github └── workflows │ ├── build.yaml │ └── test.yaml ├── .gitignore ├── LICENSE ├── README.md ├── __init__.py ├── docs ├── Makefile ├── about.rst ├── api │ ├── generated │ │ ├── merlintf.complex.rst │ │ ├── merlintf.keras.layers.ComplexConv1D.rst │ │ ├── merlintf.keras.layers.data_consistency.rst │ │ ├── merlintf.keras.layers.fft.rst │ │ ├── merlintf.keras.layers.mri.rst │ │ ├── merlintf.keras.layers.warp.rst │ │ ├── merlintf.utils.rst │ │ ├── merlinth.complex.rst │ │ ├── merlinth.layers.ComplexConv1d.rst │ │ ├── merlinth.layers.data_consistency.rst │ │ ├── merlinth.layers.fft.rst │ │ ├── merlinth.layers.mri.rst │ │ ├── merlinth.layers.warp.rst │ │ ├── merlinth.math.rst │ │ └── merlinth.utils.rst │ ├── merlinpy.rst │ ├── merlintf.rst │ └── merlinth.rst ├── conf.py ├── getting_started.rst ├── index.rst ├── installation.rst ├── make.bat └── unittesting.rst ├── install.py ├── notebooks ├── fig │ ├── MERLIN_logo.png │ └── MERLIN_overview.png ├── merlin.ipynb ├── tutorial │ ├── __init__.py │ ├── datasets.py │ └── get_callbacks.py ├── tutorial_complex_activations.ipynb ├── tutorial_complex_layers.ipynb ├── tutorial_denoising_2chreal.ipynb ├── tutorial_denoising_complex.ipynb ├── tutorial_denoising_real.ipynb ├── tutorial_iterative_sense.ipynb └── tutorial_reconstruction_complex.ipynb ├── python ├── __init__.py ├── merlinpy │ ├── __init__.py │ ├── datapipeline │ │ ├── __init__.py │ │ ├── data.py │ │ ├── patching.py │ │ ├── sampling │ │ │ ├── PoissonDisc │ │ │ │ ├── Approx.cpp │ │ │ │ ├── Approx.h │ │ │ │ ├── CMakeLists.txt │ │ │ │ ├── InterfacePythonCpp.cpp │ │ │ │ ├── LinkedList.cpp │ │ │ │ ├── LinkedList.h │ │ │ │ ├── Makefile │ │ │ │ ├── Point.cpp │ │ │ │ ├── Point.h │ │ │ │ ├── SomeFunctions.cpp │ │ │ │ ├── SomeFunctions.h │ │ │ │ ├── SubsampleMain.cpp │ │ │ │ ├── SubsampleMain.h │ │ │ │ ├── VDSamplingUpper.cpp │ │ │ │ ├── VDSamplingUpper.h │ │ │ │ ├── VariableDensity.cpp │ │ │ │ ├── VariableDensity.h │ │ │ │ ├── mainSampling.py │ │ │ │ └── setup_VDPD.py │ │ │ ├── VDPDGauss.so │ │ │ ├── VISTA │ │ │ │ ├── __init__.py │ │ │ │ ├── dispdup.py │ │ │ │ ├── fillK.py │ │ │ │ ├── main.py │ │ │ │ └── randp.py │ │ │ ├── __init__.py │ │ │ └── sampling.py │ │ └── utils_data.py │ ├── experiment.py │ ├── fastmri │ │ ├── __init__.py │ │ ├── data.py │ │ └── utils.py │ ├── fft.py │ ├── losses │ │ ├── __init__.py │ │ └── pairwise_loss.py │ ├── recon │ │ ├── BART.py │ │ ├── __init__.py │ │ └── iterativeSENSE.py │ ├── test │ │ ├── __init__.py │ │ ├── test_datapipeline_patching.py │ │ ├── test_datapipeline_sampling.py │ │ ├── test_recon_BART.py │ │ └── test_recon_iterativeSENSE.py │ ├── utils.py │ └── wandb │ │ ├── __init__.py │ │ └── utils.py └── setup.py ├── pytorch ├── merlinth │ ├── __init__.py │ ├── complex.py │ ├── layers │ │ ├── __init__.py │ │ ├── complex_act.py │ │ ├── complex_avgpool.py │ │ ├── complex_cg.py │ │ ├── complex_init.py │ │ ├── complex_maxpool.py │ │ ├── complex_norm.py │ │ ├── complex_norm_v2.py │ │ ├── complex_pad.py │ │ ├── convolutional │ │ │ ├── __init__.py │ │ │ ├── complex_conv.py │ │ │ ├── complex_padconv.py │ │ │ └── padconv.py │ │ ├── data_consistency.py │ │ ├── deprecated │ │ │ ├── complex_conv2d.py │ │ │ ├── complex_conv3d.py │ │ │ ├── complex_layer.py │ │ │ ├── complex_loss.py │ │ │ ├── complex_regularizer.py │ │ │ ├── conv1d.py │ │ │ ├── conv2d.py │ │ │ ├── conv3d.py │ │ │ ├── dev.py │ │ │ └── pad.py │ │ ├── fft.py │ │ ├── module.py │ │ ├── mri.py │ │ └── warp.py │ ├── losses │ │ ├── __init__.py │ │ ├── hfen.py │ │ ├── loss_template.py │ │ ├── loss_utils.py │ │ ├── modified_vgg.py │ │ ├── pairwise_loss.py │ │ ├── ssim.py │ │ └── vgg_loss.py │ ├── math.py │ ├── models │ │ ├── __init__.py │ │ ├── cnn.py │ │ ├── foe.py │ │ ├── unet.py │ │ ├── unet_complex_reg_2dt.py │ │ ├── unet_complex_residual_block.py │ │ └── unet_residual.py │ ├── optim │ │ ├── BlockAdam.py │ │ ├── __init__.py │ │ └── radam.py │ ├── test │ │ ├── __init__.py │ │ ├── test_layers_complex_act.py │ │ ├── test_layers_complex_avgpool.py │ │ ├── test_layers_complex_maxpool.py │ │ ├── test_layers_complex_norm.py │ │ ├── test_layers_convolutional.py │ │ ├── test_layers_data_consistency.py │ │ ├── test_layers_fft.py │ │ ├── test_layers_mri.py │ │ ├── test_layers_warp.py │ │ ├── test_losses.py │ │ ├── test_models_cnn.py │ │ ├── test_models_foe.py │ │ └── test_models_unet_residual.py │ └── utils.py └── setup.py ├── tensorflow ├── merlintf │ ├── __init__.py │ ├── complex.py │ ├── keras │ │ ├── __init__.py │ │ ├── constraints.py │ │ ├── layers │ │ │ ├── __init__.py │ │ │ ├── common.py │ │ │ ├── complex_act.py │ │ │ ├── complex_avgpool.py │ │ │ ├── complex_bn.py │ │ │ ├── complex_cg.py │ │ │ ├── complex_init.py │ │ │ ├── complex_maxpool.py │ │ │ ├── complex_norm.py │ │ │ ├── complex_pad.py │ │ │ ├── convolutional │ │ │ │ ├── __init__.py │ │ │ │ ├── complex_conv.py │ │ │ │ ├── complex_conv2dt.py │ │ │ │ ├── complex_conv3dt.py │ │ │ │ ├── complex_convolutional.py │ │ │ │ ├── complex_convolutional_realkernel.py │ │ │ │ ├── complex_padconv.py │ │ │ │ ├── complex_padconv_2dt.py │ │ │ │ ├── complex_padconv_3dt.py │ │ │ │ ├── complex_padconv_realkernel.py │ │ │ │ ├── conv2dt.py │ │ │ │ ├── conv3dt.py │ │ │ │ ├── deprecated │ │ │ │ │ ├── complex_padconv2d.py │ │ │ │ │ ├── complex_padconv3d.py │ │ │ │ │ ├── padconv2d.py │ │ │ │ │ └── padconv3d.py │ │ │ │ └── padconv.py │ │ │ ├── data_consistency.py │ │ │ ├── deprecated │ │ │ │ ├── complex_layer.py │ │ │ │ └── complex_pad.py │ │ │ ├── fft.py │ │ │ ├── mri.py │ │ │ └── warp.py │ │ ├── losses.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── cnn.py │ │ │ ├── foe.py │ │ │ └── unet.py │ │ ├── optimizers │ │ │ ├── __init__.py │ │ │ ├── blockadam.py │ │ │ └── optimizers.py │ │ └── utils.py │ ├── optim │ │ ├── BlockAdam.py │ │ └── __init__.py │ ├── test │ │ ├── __init__.py │ │ ├── test_layers_complex_act.py │ │ ├── test_layers_complex_avgpool.py │ │ ├── test_layers_complex_bn.py │ │ ├── test_layers_complex_maxpool.py │ │ 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