dffml-model-tensorflow 0.1.1

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About

DFFML models backed by Tensorflow.

Install

virtualenv -p python3.7 .venv
. .venv/bin/activate
python3.7 -m pip install --user -U dffml[tensorflow]

Usage

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