Metadata-Version: 2.1
Name: nutsml
Version: 1.2.2
Summary: Flow-based data pre-processing for Machine Learning
Home-page: https://maet3608.github.io/nuts-ml
Author: Stefan Maetschke
Author-email: stefan.maetschke@gmail.com
License: Apache Software License (http://www.apache.org/licenses/LICENSE-2.0)
Download-URL: https://github.com/maet3608/nuts-ml
Description: 
        .. image:: pics/nutsml_logo.gif
           :align: center
        
        - `Introduction <https://maet3608.github.io/nuts-ml/introduction.html>`_
        - `Installation <https://maet3608.github.io/nuts-ml/installation.html>`_
        - `Tutorial <https://maet3608.github.io/nuts-ml/tutorial/introduction.html>`_
        - `Documentation <https://maet3608.github.io/nuts-ml/>`_
        - `Examples <https://github.com/maet3608/nuts-ml/tree/master/nutsml/examples>`_
        - `Github <https://github.com/maet3608/nuts-ml>`_
        
        **nuts-ml** is a data pre-processing library for GPU based deep learning
        that provides common pre-processing functions as independent, reusable units. 
        These so called 'nuts' can be freely arranged to build data flows that 
        are efficient, easy to read and modify.
        
        The following example gives a taste of a **nuts-ml** data-flow that
        trains a network on image data and prints training loss and accuracy
        
        .. code:: python
        
           (train_samples >> Stratify(1) >> read_image >> transform >> augment >> 
              Shuffle(100) >> build_batch >> network.train() >>  
              Print('train loss:{} acc:{}') >> Consume())
        
        **nuts-ml** is based on `nuts-flow <https://github.com/maet3608/nuts-flow>`_,
        which is described `here <https://maet3608.github.io/nuts-flow/>`_.
        
        .. image:: https://badge.fury.io/py/nutsml.svg
           :target: https://badge.fury.io/py/nutsml
        
        .. image:: https://img.shields.io/pypi/pyversions/nutsml.svg
           :target: https://pypi.python.org/pypi/nutsml/
        
        .. image:: https://travis-ci.org/maet3608/nuts-ml.svg?branch=master
           :target: https://travis-ci.org/maet3608/nuts-ml
        
        .. image:: https://coveralls.io/repos/github/maet3608/nuts-ml/badge.png?branch=master
           :target: https://coveralls.io/github/maet3608/nuts-ml?branch=master
        
        .. image:: https://img.shields.io/github/issues/maet3608/nuts-ml.svg
           :target: https://github.com/maet3608/nuts-ml/issues
        
        .. image:: https://img.shields.io/badge/license-Apache%202-blue.svg
           :target: https://github.com/maet3608/nuts-ml/blob/master/LICENSE
        
        
        
        
        
        
        
Keywords: machine learning,deep learning,image processing
Platform: any
Classifier: Development Status :: 5 - Production/Stable
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Natural Language :: English
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Description-Content-Type: text/x-rst
