Yearly Archives

Keras – About Convolution Neural Network

Let us modify the model from MPL to Convolution Neural Network (CNN) for our earlier digit identification problem. CNN...

Keras – About Convolution Neural Network

Let us modify the model from MPL to Convolution Neural Network (CNN) for our earlier digit identification problem. CNN...

Keras – Customized Layer

Keras allows to create our own customized layer. Once a new layer is created, it can be used in...

Keras – Customized Layer

Keras allows to create our own customized layer. Once a new layer is created, it can be used in...

Keras -About Models

As learned earlier, Keras model represents the actual neural network model. Keras provides a two mode to create the...

Keras -About Models

As learned earlier, Keras model represents the actual neural network model. Keras provides a two mode to create the...

Keras – Model Compilation

Previously, we studied the basics of how to create model using Sequential and Functional API. This chapter explains about...

Keras – Model Compilation

Previously, we studied the basics of how to create model using Sequential and Functional API. This chapter explains about...

Keras – Deep learning

Keras provides a complete framework to create any type of neural networks. Keras is innovative as well as very...

Keras – Deep learning

Keras provides a complete framework to create any type of neural networks. Keras is innovative as well as very...

Keras – Modules

As we learned earlier, Keras modules contains pre-defined classes, functions and variables which are useful for deep learning algorithm....

Keras – Modules

As we learned earlier, Keras modules contains pre-defined classes, functions and variables which are useful for deep learning algorithm....

Keras – Layers

As learned earlier, Keras layers are the primary building block of Keras models. Each layer receives input information, do...

Keras – Layers

As learned earlier, Keras layers are the primary building block of Keras models. Each layer receives input information, do...

Installation of Keras

This chapter explains about installation of Keras on your machine. Before moving to installation, let us go through the...

Installation of Keras

This chapter explains about installation of Keras on your machine. Before moving to installation, let us go through the...

Keras – Backend Configuration

This chapter explains Keras backend implementations TensorFlow and Theano in detail. Let us go through each implementation one by...

Keras – Backend Configuration

This chapter explains Keras backend implementations TensorFlow and Theano in detail. Let us go through each implementation one by...

Keras – Overview of Deep learning

Deep learning is an evolving subfield of machine learning. Deep learning involves analyzing the input in layer by layer...

Keras – Overview of Deep learning

Deep learning is an evolving subfield of machine learning. Deep learning involves analyzing the input in layer by layer...