AmitDiwan has Published 10744 Articles

How can Keras be used to remove a layer from the model using Python?

AmitDiwan

AmitDiwan

Updated on 21-Jan-2021 05:56:18

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.Keras was developed as a part of research for the project ONEIROS ... Read More

When should a sequential model be used with Tensorflow in Python? Give an example

AmitDiwan

AmitDiwan

Updated on 21-Jan-2021 05:55:17

286 Views

A sequential model is relevant when there is a plain stack of layers. In this stack, every layer has exactly one input tensor and one output tensor. It is not appropriate when the model has multiple inputs or multiple outputs. It is not appropriate when the layers need to be ... Read More

How can a sequential model be created incrementally with Tensorflow in Python?

AmitDiwan

AmitDiwan

Updated on 21-Jan-2021 05:54:59

298 Views

A sequential model is relevant when there is a plain stack of layers. In this stack, every layer has exactly one input tensor and one output tensor. It is not appropriate when the model has multiple inputs or multiple outputs. It is not appropriate when the layers need to be ... Read More

How can Keras be used to recreate the model and check its accuracy?

AmitDiwan

AmitDiwan

Updated on 21-Jan-2021 05:48:28

205 Views

Keras means ‘horn’ in Greek. Keras was developed as a part of research for the project ONEIROS (Open ended Neuro−Electronic Intelligent Robot Operating System). Keras is a deep learning API, which is written in Python. It is a high−level API that has a productive interface that helps solve machine learning ... Read More

How can Keras be used to save model using hdf5 format in Python?

AmitDiwan

AmitDiwan

Updated on 21-Jan-2021 05:48:13

397 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 evaluate the restored model using Python?

AmitDiwan

AmitDiwan

Updated on 21-Jan-2021 05:43:29

145 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 save the entire model using Python?

AmitDiwan

AmitDiwan

Updated on 21-Jan-2021 05:42:55

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.Keras is a deep learning API, which is written in Python. It ... Read More

How can Keras be used to reload a fresh model from the saved model using Python?

AmitDiwan

AmitDiwan

Updated on 21-Jan-2021 05:42:30

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.The ‘tensorflow’ package can be installed on Windows using the below line ... Read More

How can Keras be used to manually save the weights using Python?

AmitDiwan

AmitDiwan

Updated on 21-Jan-2021 05:42:27

144 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 Tensorflow be used to test, reset the model and load the latest checkpoint?

AmitDiwan

AmitDiwan

Updated on 20-Jan-2021 13:37:47

232 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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