Metadata-Version: 1.2
Name: tubesml
Version: 0.4.2
Summary: tubesML, a package that allows for flexible ML pipelines, model validation, and model inspection
Home-page: https://pypi.org/project/tubesml/
Author: Luca Basanisi
Author-email: luca.basanisi@gmail.com
Maintainer: Luca Basanisi
Maintainer-email: luca.basanisi@gmail.com
License: Apache 2.0
Download-URL: https://github.com/lucabasa/tubesML
Project-URL: Documentation, https://tubesml.readthedocs.io/
Project-URL: Source Code, https://github.com/lucabasa/tubesML
Description: .. |PythonMinVersion| replace:: 3.6
        .. |NumPyMinVersion| replace:: 1.19.5
        .. |PandasMinVersion| replace:: 1.2.0
        .. |SklearnMinVersion| replace:: 0.24.1
        
        
        TubesML
        =======
        
        A package that allows for flexible ML pipelines, model validation, and model inspection.
        
        The project started to productize code written for Kaggle competitions and it is mostly designed to facilitate the creation of flexible processing and modeling pipeline. Everything is built around scikit-learn transformers and methods, but it is possible to extend the concept to other ML packages.
        
        The main characteristic that makes the pipeline components of **tubesML** flexible is the fact that it always preserves the pandas DataFrame structure, hence making it easy to, for example, create a feature within a pipeline and test it in a grid search.
        
        
        Installation
        ------------
        
        Dependencies
        ~~~~~~~~~~~~
        tubesML requires:
        
        - Python (>= |PythonMinVersion|)
        - NumPy (>= |NumPyMinVersion|)
        - Pandas (>= |PandasMinVersion|)
        - Scikit-Learn (>= |SklearnMinVersion|)
        
        =======
        
        User installation
        ~~~~~~~~~~~~~~~~~
        
        If you already have a working installation of pandas and sklearn,
        the easiest way to install scikit-learn is using ``pip``   ::
        
            pip install -U tubesml
            
        Important links
        ~~~~~~~~~~~~~~~
        
        - Official source code repo: https://github.com/lucabasa/tubesML
        - Download releases: https://pypi.org/project/tubesml/
            
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3.8
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: POSIX
Classifier: Operating System :: Unix
Classifier: Operating System :: MacOS
Requires-Python: >=3.6
