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

0 vote331 views1 answer
Remove last field using awk
Shell/Bash
0 vote289 views2 answers
Aos animate install
Shell/Bash
9 votes293 views4 answers
How to see what files are committed in git
Shell/Bash
28 votes311 views3 answers
Sleep command bash
Shell/Bash
1 vote293 views2 answers
How to copy git repository to another repository
Shell/Bash
1 vote310 views1 answer
Install dirsearch
Shell/Bash
1 vote306 views1 answer
Bash limit memory use of a function
Shell/Bash
0 vote302 views1 answer
Jenkins get last commit message
Shell/Bash
0 vote318 views3 answers
./build/env/bin/hue shell < script.py
Shell/Bash
0 vote296 views1 answer
Create git branch no commit history
Shell/Bash