Installation

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 3.10+

• numpy==2.0.2

• scikit-learn==1.5.2

• scipy==1.13.1

• 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==2.2.3 (Only required for pysad.utils.pandas_streamer.PandasStreamer)

• jax>=0.6.1 (Only required for pysad.models.inqmad.Inqmad; required for NumPy 2.0+ compatibility)

• jaxlib>=0.6.1 (Only required for pysad.models.inqmad.Inqmad; required for NumPy 2.0+ compatibility)