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