Tensorflow

import tensorflow as tf

mnist = tf.keras.datasets.mnist

(xTrain, yTrain), (xTest, yTest) = mnist.load_data()

xTrain, xTest = xTrain / 255, xTest / 255

network = tf.keras.models.Sequential([
  tf.keras.layers.Flatten(input_shape=(28, 28)),
  tf.keras.layers.Dense(128, activation='relu'),
  tf.keras.layers.Dense(10, activation="sigmoid")
])

predictions = network(xTrain[:1]).numpy()

loss = tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True)

loss(yTrain[:1], predictions).numpy()

network.compile("adam", loss, ["accuracy"])

network.fit(xTrain, yTrain, epochs=5)

network.evaluate(xTest, yTest, verbose=2)

Tensorflow

python3 -m pip install --upgrade https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.12.0-py3-none-any.whl

Similar codes

15 votes157 views2 answers
Git ignore permission changes
Shell/Bash
0 vote149 views1 answer
How to upgrade package yarn global
Shell/Bash
1 vote157 views2 answers
Free code camp offline
Shell/Bash
1 vote143 views3 answers
Command to check mongodb version
Shell/Bash
34 votes157 views6 answers
Unzip tar.xz linux
Shell/Bash
0 vote142 views1 answer
Install specific version of passport laravel 6
Shell/Bash
1 vote163 views1 answer
Curl download file without output
Shell/Bash
1 vote155 views1 answer
Echo to file permission denied
Shell/Bash
0 vote147 views1 answer
Gradle init scala
Shell/Bash
1 vote145 views1 answer
Check if kubernetes is running
Shell/Bash