Metadata-Version: 1.1
Name: ServeIt
Version: 0.0.2
Summary: Machine learning prediction serving
Home-page: https://github.com/rtlee9/serveit
Author: Ryan Lee
Author-email: ryantlee9@gmail.com
License: UNKNOWN
Description-Content-Type: UNKNOWN
Description: ServeIt
        =======
        
        |Build Status| |Codacy Grade Badge| |Codacy Coverage Badge| |PyPI
        version|
        
        ServeIt lets you serve model predictions and supplementary information
        from a RESTful API in one line of code. Current features include:
        
        1. Model prediction serving
        2. Supplementary information endpoint creation
        3. User-provided input validation and exception handling
        4. Configurable request and response logging (work in progress)
        
        Installation: Python 2.7 and Python 3.6
        ---------------------------------------
        
        Installation is easy with pip: ``pip install serveit``
        
        Usage:
        ------
        
        Deploy your model to an API endpoint with one line of code:
        
        .. code:: python
        
            from serveit.server import ModelServer
        
            # initialize the server with a model and a method to use
            # for predictions
            ModelServer(clf, clf.predict).serve()
        
        Then check out your new API:
        
        .. code:: bash
        
            curl -XPOST 'localhost:5000/predictions'\
                -H "Content-Type: application/json"\
                -d "[[5.6, 2.9, 3.6, 1.3], [4.4, 2.9, 1.4, 0.2], [5.5, 2.4, 3.8, 1.1], [5.0, 3.4, 1.5, 0.2], [5.7, 2.5, 5.0, 2.0]]"
            # [1, 0, 1, 0, 2]
        
        Please see the `examples <examples>`__ directory for additional usage.
        
        Supported libraries
        -------------------
        
        -  Scikit-Learn
        -  Keras
        
        Coming soon:
        ------------
        
        -  TensorFlow
        -  PyTorch
        
        .. |Build Status| image:: https://travis-ci.org/rtlee9/serveit.svg?branch=master
           :target: https://travis-ci.org/rtlee9/serveit
        .. |Codacy Grade Badge| image:: https://api.codacy.com/project/badge/Grade/2af32a3840d5441e815f3956659b091f
           :target: https://www.codacy.com/app/ryantlee9/serveit
        .. |Codacy Coverage Badge| image:: https://api.codacy.com/project/badge/Coverage/2af32a3840d5441e815f3956659b091f
           :target: https://www.codacy.com/app/ryantlee9/serveit
        .. |PyPI version| image:: https://badge.fury.io/py/ServeIt.svg
           :target: https://badge.fury.io/py/ServeIt
        
Keywords: machine learning model deployment serving API RESTful
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: Topic :: Software Development :: Build Tools
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Internet :: WWW/HTTP :: WSGI :: Server
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
