TensorFlow 1.x Deep Learning Cookbook
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Higher-level APIs-Keras

Keras is a higher-level API used with TensorFlow as the backend. Adding layers to it is as easy as adding a single line of code. After the model architecture, using one line of code, you can compile and fit the model. Later, it can be used for prediction. Declaration of variables, placeholders, and even the session is managed by the API.