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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
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