Metadata-Version: 1.1
Name: phenoai
Version: 0.1.2
Summary: Machine Learning interface for High Energy Physics Phenomenology
Home-page: http://hef.ru.nl/~bstienen/phenoai
Author: Bob Stienen
Author-email: b.stienen@science.ru.nl
License: MIT
Description-Content-Type: text/markdown
Description: PhenoAI is a machine learning interface for applications in High Energy Physics Phenomenology. It allows the user to use trained machine learning algorithms from the PhenoAI algorithm library (see link below) via a consistent interface. Trained algorithms can be stored in a folder with PhenoAI structure using the maker module of the package and shared, making it possible to communicate full-dimensional results so that one does not have to flee to models with lower dimensionality or to project out informative dimensions of the full problem.
        
        # Algorithm library
        
        The current version of the package allows the user to use algorithms trained by scikit-learn and keras. These algorithms have to be created by the user, or have to be loaded from an external source like the algorithm library: [http://hef.ru.nl/~bstienen/phenoai](http://hef.ru.nl/~bstienen/phenoai) (work in progress).
        
        # Documentation
        
        Documentation, a quick start guide and a range of examples can be found on the official PhenoAI website: [http://hef.ru.nl/~bstienen/phenoai](http://hef.ru.nl/~bstienen/phenoai).
        
        # Citation
        
        [coming soon]
        
        # To Do
        
        - Add support for ROOT trained algorithms
        
Keywords: high energy physics machine learning phenomenology limits exclusion likleihood likelihoods
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Programming Language :: Python :: 3
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Topic :: Scientific/Engineering :: Physics
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
