mahboobehad / ocausal

Outlier Causal Relationship Detecotor

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ocausal

Stream outlier causality relation detecotor.

Ocausal implements a framework provided by a paper titled Discovering spatio-temporal causal interactions in traffic data streams. Although the mentioned paper is concerned with vehicle traffic data, this project is capable of handling outliers of any kind of time frame streams linked to graph-based datasets.

Note

  • Some of the tests rely on random data, rerun in case of failure.

How it works

how

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Outlier Causal Relationship Detecotor

License:GNU General Public License v3.0


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Language:Jupyter Notebook 74.5%Language:Python 25.5%