AmitDiwan has Published 10740 Articles

Checking for permutation of a palindrome in JavaScript

AmitDiwan

AmitDiwan

Updated on 26-Feb-2021 08:50:06

672 Views

We are required to write a JavaScript function that takes in a string as the first and the only argument.The task of our function is to check whether any rearrangement in the characters of the string results into a palindrome string or not. If yes, then our function should return ... Read More

Adding paragraph tag to substrings within a string in JavaScript

AmitDiwan

AmitDiwan

Updated on 26-Feb-2021 08:08:14

622 Views

We are required to write a JavaScript function that takes in a string str as the first argument and an array of strings, arr as the second argument. We need to add a closed pair of paragraph tag and to wrap the substrings in str that exist in ... Read More

How can TensorFlow be used with keras.Model to track the variables defined using sequential model?

AmitDiwan

AmitDiwan

Updated on 25-Feb-2021 15:23:15

234 Views

Tensorflow can be used to create a model that tracks internal layers by creating a sequential model and using this model to call ‘tf.zeros’ method.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?A neural network that contains at least one layer is known as ... Read More

How can Tensorflow be used to compose layers using Python?

AmitDiwan

AmitDiwan

Updated on 25-Feb-2021 15:21:51

261 Views

Tensorflow can be used to compose layers by defining a class that inherits from ‘ResnetIdentityBlock’. This is used to define a block which can be used to compose the layers.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?A neural network that contains at least ... Read More

How can Tensorflow be used to call the layer, and get the variables present in the layer?

AmitDiwan

AmitDiwan

Updated on 25-Feb-2021 15:19:33

153 Views

Tensorflow can be used to call the layer, and get the variables present in the layer, by first defining the layer, and using ‘layer.kernel’, and ‘layer.bias’ to access these variables. The ‘tf.zeros’ is used, and the layer can be iterated over and called.Read More: What is TensorFlow and how Keras ... Read More

How can Tensorflow be used to implement custom layers?

AmitDiwan

AmitDiwan

Updated on 25-Feb-2021 15:17:56

272 Views

Tensorflow can be used to implement custom layers by creating a class and defining a function to build the layers, and defining another function to call the matrix multiplication by passing the input to it.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?A neural ... Read More

How can Tensorflow be used to get the variables in a layer?

AmitDiwan

AmitDiwan

Updated on 25-Feb-2021 15:16:42

527 Views

Tensorflow can be used to get the variables in a layer by displaying the variables in the layer using ‘layer.Variables’, and then using ‘layer.kernel’, and ‘layer.bias’ to access these variables.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?A neural network that contains at least ... Read More

How can Tensorflow be used to construct an object for customized layers?

AmitDiwan

AmitDiwan

Updated on 25-Feb-2021 15:14:41

124 Views

Tensorflow can be used to construct an object for customized layers by first creating the required layers, and then using this layer on tf.zeros method.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?A neural network that contains at least one layer is known as ... Read More

How can Tensorflow be used to confirm that the saved model can be reloaded, and would give same results?

AmitDiwan

AmitDiwan

Updated on 25-Feb-2021 15:12:26

171 Views

Tensorflow can be used to confirm that the saved model can be reloaded by using the ‘load_model’ and using the ‘predict’ method. The reloaded model can be used predict the data.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?A neural network that contains at ... Read More

How can Tensorflow be used to export the model so that it can be used later?

AmitDiwan

AmitDiwan

Updated on 25-Feb-2021 14:58:55

402 Views

Tensorflow can be used to export the model so that it can be used later by first saving the model using ‘save’ method.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?A neural network that contains at least one layer is known as a convolutional ... Read More

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