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**Name****BIDS (1)****DL base library****Task (2)****Data dimension****Multichannel****Multilabel****Uncertainty****Transfer Learning****Pre-processing tools****Post-processing tools****User case examples****Multi-GPU data parallelism****Input region of interest****Missing modality****Model comparison****Model evaluation****Hyperparam optimisation****Multi-center models**
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`ivadomed <https://github.com/ivadomed/ivadomed>`_|yes|PyTorchClass,
Seg, Detect		2D, 3D|yes| |yes| |yes||yes||yes||yes||yes||no||yes| |yes||yes||yes||yes||yes|
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 `monai <https://github.com/Project-MONAI/MONAI>`_|no|PyTorchSeg, Class2D, 3D|yes|


|yes|
|no| |no||yes||no||yes||yes||yes| |no||no||yes||no||no|
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 `delira <https://github.com/justusschock/delira>`_|no|PyTorch,TFClass, Gen, Seg2D, 3D|no| |no| |no||yes||no||no||yes||yes||no||no||no||no||no||no|
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`MIC-DKFZ <https://github.com/MIC-DKFZ/medicaldetectiontoolkit>`_|no|PyTorchDetect2D, 3D|no| |no| |no||no||no||no||no||no||yes||no||no||yes||no||no|
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 `ANTsPyNet <https://github.com/ANTsX/ANTsPyNet>`_|no|TF/KerasClass,
Seg,
Clust,
Reg		2D, 3D|no| |yes| |no||no||no||no||yes| |no||no||no||no||no||no||no|
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`DLTK <https://github.com/DLTK/DLTK>`_|no|TFClass,
Seg,
Reg		3D|no| |yes| |no| |yes||no||no||yes||no||no||no||no||no||no||no|
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 `MIScnn <https://github.com/frankkramer-lab/MIScnn>`_|no|TF/KerasSeg2D, 3D|no| |yes| |no| |no||yes||yes||no||yes||no||no||no||yes||no||no|
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`niftytorch <https://niftytorch.github.io/doc/>`_|yes|PyTorchClass,
Seg		3D|no| |no| |no| |no||no||no||yes||yes||yes||no||no||no||yes||no|
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 `DeepNeuro <https://github.com/QTIM-Lab/DeepNeuro>`_|no|TF/KerasSeg2D, 3D|no| |no||no||no||yes||yes||yes||no||no||no||no||no||no||yes|
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`DeepReg <
https://github.com/DeepRegNet/DeepReg>`_		|no|TFReg2D, 3D|yes| |yes| |no||no||yes||yes||yes||no||yes||yes||yes||yes||yes||no|
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