Metadata-Version: 2.4
Name: ml4cps
Version: 0.2.10
Summary: Tools for learning, plotting, analyzing etc. of discrete, continuous, timed, and hybrid cyber-physical systems.
Home-page: https://ml4cps.ai4cps.com
Author: Nemanja Hranisavljevic & Tom Westermann
Author-email: nemanja@ai4cps.com
License: MIT
Project-URL: Documentation, https://ml4cps.ai4cps.com
Project-URL: Source, https://github.com/ai4cps-com/ml4cps
Project-URL: Issue Tracker, https://github.com/ai4cps-com/ml4cps/issues
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Manufacturing
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Topic :: Scientific/Engineering :: Visualization
Classifier: Topic :: Software Development :: Libraries :: Application Frameworks
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Requires-Python: >=3.6
License-File: LICENSE
Requires-Dist: dash
Requires-Dist: dash-bootstrap-components
Requires-Dist: dash-extensions
Requires-Dist: waitress
Requires-Dist: networkx
Requires-Dist: pandas
Requires-Dist: flask
Requires-Dist: flask-login
Requires-Dist: flask-restful
Requires-Dist: dill
Requires-Dist: joblib
Requires-Dist: mlflow
Provides-Extra: dev
Requires-Dist: pytest; extra == "dev"
Dynamic: author
Dynamic: author-email
Dynamic: classifier
Dynamic: description
Dynamic: home-page
Dynamic: license
Dynamic: license-file
Dynamic: project-url
Dynamic: provides-extra
Dynamic: requires-dist
Dynamic: requires-python
Dynamic: summary

# ML4CPS
ML4CPS is a Python package for learning and analysis 
of hybrid dynamical systems, with the focus on 
Cyber-Physical Systems (CPS).
The code was developed for several research publications ([bibtex](docs/cite.bib)).

-   Website ([ml4cps.ai4cps.com](http://ml4cps.ai4cps.com))
-   Contact ([contact@ai4cps.com](mailto:contact@ai4cps.com))


## Data
In the folder "data" there are several datasets that can be easily loaded using the example module.


## Bugs
If you find any bugs, please contact us at [bugs@ai4cps.com](mailto:bugs@ai4cps.com).


## License
See [LICENSE](LICENSE).  
If you use this code in your research, please [cite](docs/cite.bib) our work. 
