AmitDiwan has Published 10744 Articles

Can a Keras model be treated as just a layer and invoked using Python? If yes, demonstrate it

AmitDiwan

AmitDiwan

Updated on 18-Jan-2021 11:28:28

788 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open-source framework used in conjunction with Python to implement algorithms, deep learning applications and much more. It is used in research and for production purposes.Keras was developed as a part of research for the project ONEIROS ... Read More

How can autoencoder be generated using an encoder and decoder using Python?

AmitDiwan

AmitDiwan

Updated on 18-Jan-2021 11:25:00

236 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open-source framework used in conjunction with Python to implement algorithms, deep learning applications and much more. It is used in research and for production purposes.The ‘tensorflow’ package can be installed on Windows using the below line ... Read More

How can Keras be used to save and serialize the model using Python?

AmitDiwan

AmitDiwan

Updated on 18-Jan-2021 11:20:09

213 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open-source framework used in conjunction with Python to implement algorithms, deep learning applications and much more. It is used in research and for production purposes.The ‘tensorflow’ package can be installed on Windows using the below line ... Read More

How can Keras be used in the training, evaluation and inference of the model?

AmitDiwan

AmitDiwan

Updated on 18-Jan-2021 11:16:54

168 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open-source framework used in conjunction with Python to implement algorithms, deep learning applications and much more. It is used in research and for production purposes. It has optimization techniques that help in performing complicated mathematical operations ... Read More

How can Keras be used to plot the model as a graph and display input and output shapes using Python?

AmitDiwan

AmitDiwan

Updated on 18-Jan-2021 11:15:02

448 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open-source framework used in conjunction with Python to implement algorithms, deep learning applications, and much more. It is used in research and for production purposes. It has optimization techniques that help in performing complicated mathematical operations ... Read More

Discuss how the Keras functional API can be used to create layers using Python

AmitDiwan

AmitDiwan

Updated on 18-Jan-2021 11:13:02

187 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open-source framework used in conjunction with Python to implement algorithms, deep learning applications and much more. It is used in research and for production purposes. It has optimization techniques that help in performing complicated mathematical operations ... Read More

How can Keras be used with a pre-trained model using Python?

AmitDiwan

AmitDiwan

Updated on 18-Jan-2021 11:10:58

225 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open-source framework used in conjunction with Python to implement algorithms, deep learning applications, and much more. It is used in research and for production purposes.Keras means ‘horn’ in Greek. Keras was developed as a part of ... Read More

How can transfer learning be implemented in Python using Keras?

AmitDiwan

AmitDiwan

Updated on 18-Jan-2021 11:08:46

333 Views

Tensorflow is a machine learning framework that is provided by Google. It is an open-source framework used in conjunction with Python to implement algorithms, deep learning applications, and much more. It is used in research and for production purposes.Tensor is a data structure used in TensorFlow. It helps connect edges ... Read More

How can Keras be used to extract features from only one layer of the model using Python?

AmitDiwan

AmitDiwan

Updated on 18-Jan-2021 11:05:36

2K+ Views

Tensorflow is a machine learning framework that is provided by Google. It is an open-source framework used in conjunction with Python to implement algorithms, deep learning applications, and much more. It is used in research and for production purposes. It has optimization techniques that help in performing complicated mathematical operations ... Read More

How can Keras be used for feature extraction using a sequential model using Python?

AmitDiwan

AmitDiwan

Updated on 18-Jan-2021 11:00:53

1K+ Views

Tensorflow is a machine learning framework that is provided by Google. It is an open-source framework used in conjunction with Python to implement algorithms, deep learning applications and much more. It is used in research and for production purposes. It has optimization techniques that help in performing complicated mathematical operations ... Read More

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