Examples¶

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

Included scripts¶

• examples/models/online_iforest.py
• examples/models/mondrian_isolation_forest.py
• examples/models/asd_iforest.py
• examples/models/streamRHF.py
• examples/models/xstream.py
• examples/models/random_cut_forest.py
• examples/models/half_space_trees.py
• examples/models/knn.py
• examples/models/local_outlier_factor.py
• examples/models/cell_neighborhood.py
• examples/models/sdostream.py
• examples/models/stationary_region_neighbor.py
• examples/models/mstream.py
• examples/models/streaming_loda.py
• examples/models/streaming_rshash.py
• examples/models/anoedge.py
• examples/models/isconna.py
• examples/models/midas.py
• examples/models/signed_graph_sketch.py
• examples/models/xlag_damp.py
• examples/models/adaptive_svm.py
• examples/models/graph_gated_svm.py
• examples/models/online_autoencoder_ensemble.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].