Machine learning prediction serving
Project description
ServeIt
=======
|Build Status| |Codacy Badge| |Codacy Badge| |PyPI version| |License|
ServeIt lets you deploy your models to a RESTful API for prediction
serving in one line of code. Current features include:
1. Model prediction serving
2. Supplementary information endpoint creation
3. Input validation and exception handling
4. Configurable request and response logging (work in progress)
.. |Build Status| image:: https://travis-ci.org/rtlee9/serveit.svg?branch=master
:target: https://travis-ci.org/rtlee9/serveit
.. |Codacy Badge| image:: https://api.codacy.com/project/badge/Grade/2af32a3840d5441e815f3956659b091f
:target: https://www.codacy.com/app/ryantlee9/serveit
.. |Codacy 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
.. |License| image:: https://img.shields.io/badge/license-MIT-blue.svg
:target: LICENSE
=======
|Build Status| |Codacy Badge| |Codacy Badge| |PyPI version| |License|
ServeIt lets you deploy your models to a RESTful API for prediction
serving in one line of code. Current features include:
1. Model prediction serving
2. Supplementary information endpoint creation
3. Input validation and exception handling
4. Configurable request and response logging (work in progress)
.. |Build Status| image:: https://travis-ci.org/rtlee9/serveit.svg?branch=master
:target: https://travis-ci.org/rtlee9/serveit
.. |Codacy Badge| image:: https://api.codacy.com/project/badge/Grade/2af32a3840d5441e815f3956659b091f
:target: https://www.codacy.com/app/ryantlee9/serveit
.. |Codacy 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
.. |License| image:: https://img.shields.io/badge/license-MIT-blue.svg
:target: LICENSE
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