Examples

Example scripts are in examples/models/ and examples/pipeline.py.

Included scripts

• examples/models/online_iforest.py
• examples/models/mondrian_iforest.py
• examples/models/asd_iforest.py
• examples/models/streamRHF.py
• examples/models/xstream.py
• examples/models/random_cut_forest.py
• examples/models/knn.py
• examples/models/sdostream.py
• examples/models/mstream.py
• examples/models/rshash.py
• examples/models/isconna.py
• examples/models/midas.py
• examples/models/adaptive_svm.py
• examples/models/gadget_svm.py
• examples/models/kitnet.py
• examples/models/threshold.py
• examples/pipeline.py

Notes

• Most examples use aberrant.stream.dataset for built-in datasets.
• Evaluation metrics require aberrant[eval].
• examples/models/autoencoder.py requires aberrant[dl].