July 2017
Intermediate to advanced
174 pages
2h 59m
English
Content preview from Hands-On Deep Learning with TensorFlowBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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TensorFlow learn
Just as Scikit-Learn is a convenient interface to traditional machine learning algorithms, tf.contrib.learn (https://github.com/tensorflow/tensorflow/tree/master/tensorflow/contrib/learn/python/learn), formerly known as skflow, it is a simplified interface to build and train DNNs. Now it comes free with every installation of TensorFlow!
Even if you're not a fan of the syntax, it's worth looking at TensorFlow Learn as the high-level API to TensorFlow. This is because it's currently the only officially supported one. But, you should know that there are many alternative high-level APIs that may have more intuitive interfaces. If interested, refer to Keras (https://keras.io/), tf.slim (included with TF), to learn more about TensorFlow-Slim ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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