Installation#
Using pip#
python3 -m pip install pycyclops
cyclops
has many optional dependencies that are used for specific functionality. For example, the monai library is used for loading DICOM images to create datasets. Hence, monai can be installed using python3 -m pip install pycyclops[monai]
. Specific sets of dependencies are listed below.
Dependency |
pip extra |
Notes |
---|---|---|
xgboost |
xgboost |
Allows use of XGBoost model |
torch |
torch |
Allows use of PyTorch models |
torchvision |
torchvision |
Allows use of Torchvision library |
torchxrayvision |
torchxrayvision |
Uses TorchXRayVision library |
monai |
monai |
Uses MONAI to load and transform images |
alibi |
alibi |
Uses Alibi for additional explainability functionality |
alibi-detect |
alibi-detect |
Uses Alibi Detect for dataset shift detection |