Add DeepReg to comparison table (ivadomed#618)

* purpose.rst: typo

* comparison_other_projects_table.csv

Author: charleygros

docs/source/comparison_other_projects_table.csv

@@ -1,30 +1,19 @@
-**Name**,`ivadomed <https://github.com/ivadomed/ivadomed>`_,`monai <https://github.com/Project-MONAI/MONAI>`_,`delira <https://github.com/justusschock/delira>`_,`MIC-DKFZ <https://github.com/MIC-DKFZ/medicaldetectiontoolkit>`_,`ANTsPyNet <https://github.com/ANTsX/ANTsPyNet>`_,`DLTK <https://github.com/DLTK/DLTK>`_,`MIScnn <https://github.com/frankkramer-lab/MIScnn>`_,`niftytorch <https://niftytorch.github.io/doc/>`_,`DeepNeuro <https://github.com/QTIM-Lab/DeepNeuro>`_
-**BIDS (1)**,|yes|,|no|,|no|,|no|,|no|,|no|,|no|,|yes|,|no|
-**DL base library**,PyTorch,PyTorch,"PyTorch, TF",PyTorch,TF/Keras,TF,TF/Keras,PyTorch,TF/Keras
-**Task (2)**,"Class, 
-Seg, Detect","Seg, Class","Class, Gen, Seg",Detect,"Class, 
-Seg, 
-Clust, 
-Reg","Class, 
-Seg, 
-Reg",Seg,"Class, 
-Seg",Seg
-**Data dimension**,"2D, 3D","2D, 3D","2D, 3D","2D, 3D","2D, 3D",3D,"2D, 3D",3D,"2D, 3D"
-**Multichannel**,|yes| ,|yes| ,|no| ,|no| ,|no| ,|no| ,|no| ,|no| ,|no| 
-**Multilabel**,|yes| ," 
- 		
-
-|yes| 
-",|no| ,|no| ,|yes| ,|yes| ,|yes| ,|no| ,|no|
-**Uncertainty**,|yes|,|no| ,|no|,|no|,|no|,|no| ,|no| ,|no| ,|no|
-**Transfer Learning**,|yes|,|no|,|yes|,|no|,|no|,|yes|,|no|,|no|,|no|
-**Pre-processing tools**,|yes|,|yes|,|no|,|no|,|no|,|no|,|yes|,|no|,|yes|
-**Post-processing tools**,|yes|,|no|,|no|,|no|,|no|,|no|,|yes|,|no|,|yes|
-**User case examples**,|yes|,|yes|,|yes|,|no|,|yes| ,|yes|,|no|,|yes|,|yes|
-**Multi-GPU data parallelism**,|no|,|yes|,|yes|,|no|,|no|,|no|,|yes|,|yes|,|no|
-**Model evaluation**,|yes|,|yes|,|no|,|yes|,|no|,|no|,|yes|,|no|,|no|
-**Input region of interest**,|yes| ,|yes| ,|no|,|yes|,|no|,|no|,|no|,|yes|,|no|
-**Missing modality**,|yes|,|no|,|no|,|no|,|no|,|no|,|no|,|no|,|no|
-**Models comparison**,|yes|,|no|,|no|,|no|,|no|,|no|,|no|,|no|,|no|
-**Hyperparam optimisation**,|yes|,|no|,|no|,|no|,|no|,|no|,|no|,|yes|,|no|
-**Multi-center models**,|yes|,|no|,|no|,|no|,|no|,|no|,|no|,|no|,|yes|
+**Name**,`ivadomed <https://github.com/ivadomed/ivadomed>`_,`monai <https://github.com/Project-MONAI/MONAI>`_,`delira <https://github.com/justusschock/delira>`_,`MIC-DKFZ <https://github.com/MIC-DKFZ/medicaldetectiontoolkit>`_,`ANTsPyNet <https://github.com/ANTsX/ANTsPyNet>`_,`DLTK <https://github.com/DLTK/DLTK>`_,`MIScnn <https://github.com/frankkramer-lab/MIScnn>`_,`niftytorch <https://niftytorch.github.io/doc/>`_,`DeepNeuro <https://github.com/QTIM-Lab/DeepNeuro>`_,`DeepReg <https://github.com/DeepRegNet/DeepReg>`_
+**BIDS (1)**,|yes|,|no|,|no|,|no|,|no|,|no|,|no|,|yes|,|no|,|no|
+**DL base library**,PyTorch,PyTorch,"PyTorch, TF",PyTorch,TF/Keras,TF,TF/Keras,PyTorch,TF/Keras,TF
+**Task (2)**,"Class, Seg, Detect","Seg, Class","Class, Gen, Seg",Detect,"Class, Seg, Clust, Reg","Class, Seg, Reg",Seg,"Class, Seg",Seg,Reg
+**Data dimension**,"2D, 3D","2D, 3D","2D, 3D","2D, 3D","2D, 3D",3D,"2D, 3D",3D,"2D, 3D","2D, 3D"
+**Multichannel**,|yes| ,|yes| ,|no| ,|no| ,|no| ,|no| ,|no| ,|no| ,|no|, |yes|
+**Multilabel**,|yes| ,|yes| ,|no| ,|no| ,|yes| ,|yes| ,|yes| ,|no| ,|no| ,|yes|
+**Uncertainty**,|yes|,|no| ,|no|,|no|,|no|,|no| ,|no| ,|no| ,|no| ,|no|
+**Transfer Learning**,|yes|,|no|,|yes|,|no|,|no|,|yes|,|no|,|no|,|no|,|no|
+**Pre-processing tools**,|yes|,|yes|,|no|,|no|,|no|,|no|,|yes|,|no|,|yes|,|yes|
+**Post-processing tools**,|yes|,|no|,|no|,|no|,|no|,|no|,|yes|,|no|,|yes|,|yes|
+**User case examples**,|yes|,|yes|,|yes|,|no|,|yes| ,|yes|,|no|,|yes|,|yes|,|yes|
+**Multi-GPU data parallelism**,|no|,|yes|,|yes|,|no|,|no|,|no|,|yes|,|yes|,|no|,|no|
+**Model evaluation**,|yes|,|yes|,|no|,|yes|,|no|,|no|,|yes|,|no|,|no|,|yes|
+**Input region of interest**,|yes| ,|yes| ,|no|,|yes|,|no|,|no|,|no|,|yes|,|no|,|yes|
+**Missing modality**,|yes|,|no|,|no|,|no|,|no|,|no|,|no|,|no|,|no|,|yes|
+**Models comparison**,|yes|,|no|,|no|,|no|,|no|,|no|,|no|,|no|,|no|,|yes|
+**Hyperparam optimisation**,|yes|,|no|,|no|,|no|,|no|,|no|,|no|,|yes|,|no|,|yes|
+**Multi-center models**,|yes|,|no|,|no|,|no|,|no|,|no|,|no|,|no|,|yes|,|no|

docs/source/purpose.rst

@@ -31,7 +31,7 @@ understand that the field is rapidly evolving, and that this table might reflect
 inconsistencies, please let us know by `opening an issue <https://github.com/ivadomed/ivadomed/issues>`_.
 
 ..
-  If you wish to modify the csv tbale please modify https://docs.google.com/spreadsheets/d/1_MydnHnlOAuYzJ9QBCvPC9Jq2xUmPWI-XttTfcdtW2Y/edit#gid=0
+  If you wish to modify the csv table please modify https://docs.google.com/spreadsheets/d/1_MydnHnlOAuYzJ9QBCvPC9Jq2xUmPWI-XttTfcdtW2Y/edit#gid=0
 
 .. csv-table::
    :file: comparison_other_projects_table.csv