InstallationΒΆ
The PySAD framework can be installed via:
pip install -U pysad
Alternatively, you can install the library directly using the source code in Github repository by:
git clone https://github.com/selimfirat/pysad.git
cd pysad
pip install .
Required Dependencies:
Python 3.8
numpy==1.23.5
scikit-learn>=1.3.0
scipy==1.10.0
pyod==1.1.0
combo==0.1.3
Optional Dependencies:
rrcf==0.4.3 (Only required for
pysad.models.robust_random_cut_forest.RobustRandomCutForest
)PyNomaly==0.3.3 (Only required for
pysad.models.loop.StreamLocalOutlierProbability
)mmh3==2.5.1 (Only required for
pysad.models.xstream.xStream
)pandas==2.0.3 (Only required for
pysad.utils.pandas_streamer.PandasStreamer
)