Metadata-Version: 1.1
Name: dffml-model-tensorflow
Version: 0.1.0
Summary: UNKNOWN
Home-page: https://github.com/intel/dffml/blob/master/model/tensorflow/README.rst
Author: John Andersen
Author-email: john.s.andersen@intel.com
License: MIT
Description: DFFML Models for Tensorflow Library
        ===================================
        
        About
        -----
        
        DFFML models backed by Tensorflow.
        
        Install
        -------
        
        .. code-block:: console
        
            virtualenv -p python3.7 .venv
            . .venv/bin/activate
            python3.7 -m pip install --user -U dffml[tensorflow]
        
        Usage
        -----
        
        .. code-block:: console
        
             wget http://download.tensorflow.org/data/iris_training.csv
             wget http://download.tensorflow.org/data/iris_test.csv
             head iris_training.csv
             sed -i 's/.*setosa,versicolor,virginica/SepalLength,SepalWidth,PetalLength,PetalWidth,classification/g' *.csv
             head iris_training.csv
             dffml train \
               -model dnn \
               -sources csv=iris_training.csv \
               -classifications 0 1 2 \
               -features \
                 def:SepalLength:float:1 \
                 def:SepalWidth:float:1 \
                 def:PetalLength:float:1 \
                 def:PetalWidth:float:1 \
               -num_epochs 3000 \
               -steps 20000
             dffml accuracy \
               -model dnn \
               -sources csv=iris_training.csv \
               -classifications 0 1 2 \
               -features \
                 def:SepalLength:float:1 \
                 def:SepalWidth:float:1 \
                 def:PetalLength:float:1 \
                 def:PetalWidth:float:1
        
        License
        -------
        
        DFFML Tensorflow Models are distributed under the terms of the `MIT License
        <https://choosealicense.com/licenses/mit>`_
        
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Natural Language :: English
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: Implementation :: CPython
Classifier: Programming Language :: Python :: Implementation :: PyPy
