#functional and model subclassing API in Keras

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Day 15 _ Sequential vs Functional Keras API Part 2 explanation

Part 1: Understanding Sequential vs. Functional API in Keras with a Simple Example When building neural networks in Keras, there are two main ways to define models: the Sequential API and the Functional API. In this post, we’ll explore the differences between these two approaches using a simple mathematical example. Sequential API The Sequential API in Keras is a linear stack of layers. It’s easy…

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Day 14 _ sequential , functional and model subclassing API in Keras

In our last blog on day 13 we explained what’s Karas and we showed a code example which was using sequential api but have not discuss about its api type . Sequential API The Sequential API is the simplest and most straightforward way to build a neural network in Keras. It allows you to create a model layer-by-layer in a linear stack. This method is best suited for models where each layer has one…