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Code release of ODToolkit: An Extensible Toolkit for Occupancy Detection
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odtk API documentation update Mar 8, 2019

ODToolkit: An Extensible Toolkit for Occupancy Detection in Buildings

ODToolkit is capable of importing and converting sensor data from various buildings into a common data format. It provides implementation of a broad suite of data-driven (supervised and semi-supervised domain-adaptive) occupancy detection models, and offers standard metrics for evaluation.

ODToolkit is open source, licensed under MIT. Code written by Tianyu Zhang and Abdullah Al Zishan.


We welcome contributions in many forms, such as bug reports, pull requests, etc., and encourage the community to use, improve and extend this toolkit by adding their occupancy estimation models and/or data sets. For major changes, open an issue first to discuss what you would like to do.


Documentation is available at

Citing our work

Tianyu Zhang, Abdullah Al Zishan, Omid Ardakanian, "ODToolkit: Extensible Toolkit for Occupancy Detection in Smart Buildings", In Proceedings of the Tenth ACM International Conference on Future Energy Systems (ACM e-Energy), June 2019


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