pip install tensorflow

pip install tensorflow-gpu

$ python3
...
>>> import tensorflow as tf
>>> hello = tf.constant('Hello, TensorFlow!')
>>> sess = tf.Session()
>>> print(sess.run(hello))
Hello, TensorFlow!
>>> a = tf.constant(10)
>>> b = tf.constant(32)
>>> print(sess.run(a + b))
42
>>>

• https://www.tensorflow.org/


• https://github.com/chetannaik/learning_tensorflow


• https://github.com/nlintz/TensorFlow-Tutorials


• http://googleresearch.blogspot.com/2015/12/how-to-classify-images-with-tensorflow.html


• https://github.com/tobigithub/tensorflow-deep-learning/

TensorFlow และ Scikit-learn

การใช้งานเบื้องต้น

import tensorflow.contrib.learn.python.learn as learn
from sklearn import datasets, metrics

iris = datasets.load_iris()
feature_columns = learn.infer_real_valued_columns_from_input(iris.data)
classifier = learn.LinearClassifier(n_classes=3, feature_columns=feature_columns)
classifier.fit(iris.data, iris.target, steps=200, batch_size=32)
iris_predictions = list(classifier.predict(iris.data, as_iterable=True))
score = metrics.accuracy_score(iris.target, iris_predictions)
print("Accuracy: %f" % score)

Accuracy: 0.886667