Installation#
It is recommended to use pip for installation. Please make sure the latest version is installed, as SUOD is updated frequently:
pip install suod # normal install
pip install --upgrade suod # or update if needed
pip install --pre suod # or include pre-release version for new features
Alternatively, you could clone and run setup.py file:
git clone https://github.com/yzhao062/suod.git
cd suod
pip install .
Required Dependencies:
Python 3.8+
joblib
numpy>=1.13
pandas (optional for building the cost forecast model)
pyod
scipy>=0.19.1
scikit_learn>=1.0