README.md

LE2ML-Misc

Repository of miscellaneous files and resources for the LE2ML workbench.

Authors

• Florentin Thullier - 2020

Related Paper

Thullier, F., Hallé, S. & Gaboury, S. LE2ML: a microservices-based machine learning workbench as part of an agnostic, reliable and scalable architecture for smart homes. Journal of Ambient Intelligence and Humanized Computing (2021). DOI: 10.1007/s12652-021-03528-8

Documentation

• algo_params folder contains the JSON schema file to validate algorithm configuration files as well as examples of such files.

• configuration folder contains the JSON schema file to validate pipeline configuration files as well as examples of such files.

• database folder contains the dump of each MongoDB database (total of 3) deployed on the LIARA-SHCA architecture.

• input_data folder contains examples of raw data from various sources.

Related Repositories

• LE2ML-GUI

  Repository of the GUI for the LE2ML workbench.

• LE2ML-API

  Repository of the API for the LE2ML workbench.

• LE2ML-Windowing-Module

  Repository of the windowing module for the LE2ML workbench.

• LE2ML-FeatureExtractor-Module

  Repository of the feature extraction module for the LE2ML workbench.

• LE2ML-Learning-Module

  Repository of the learning module for the LE2ML workbench.

• LE2ML-Misc

  Repository of miscellaneous files and resources for the LE2ML workbench.

Related Projects

• LIARA-SHCA

  Main repository of the LIARA Smart Home Cluster Architectu

License

This project is licensed under the Apache-2.0 License - see the LICENSE file for details.