Plot Keras Model Using Python Program

AmitDiwan
Updated on 18-Jan-2021 11:47:52

171 Views

Keras means ‘horn’ in Greek. Keras was developed as a part of the 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 problems.It runs on top of the Tensorflow framework. It was built to help experiment in a quick manner. It provides essential abstractions and building blocks that are essential in developing and encapsulating machine learning solutions.It is highly scalable and comes with cross-platform abilities. This means Keras can be run ... Read More

Check If a String Contains a Palindromic Sub-String of Even Length in C++

Arnab Chakraborty
Updated on 18-Jan-2021 11:46:50

303 Views

Suppose, we are given a string that contains only lowercase letters. Our task is to find if there exists a substring in the given string that is a palindrome and is of even length. If found, we return 1 otherwise 0.So, if the input is like "afternoon", then the output will be true.To solve this, we will follow these steps −for initialize x := 0, when x < length of string - 1, increase x by 1, do −if string[x] is same as string[x + 1], then:return truereturn falseExample (C++)Let us see the following implementation to get better understanding − Live ... Read More

Use Functional API for Residual Connections in Python

AmitDiwan
Updated on 18-Jan-2021 11:45:39

281 Views

Keras is present within the Tensorflow package. It can be accessed using the below line of code.import tensorflow from tensorflow import kerasThe Keras functional API helps create models that are more flexible in comparison to models created using sequential API. The functional API can work with models that have non-linear topology, can share layers and work with multiple inputs and outputs. A deep learning model is usually a directed acyclic graph (DAG) that contains multiple layers. The functional API helps build the graph of layers.We are using the Google Colaboratory to run the below code. Google Colab or Colaboratory helps ... Read More

Check If a String Can Become Empty by Recursively Deleting a Given Substring in C++

Arnab Chakraborty
Updated on 18-Jan-2021 11:45:26

208 Views

Suppose, we are given two strings, str1 and str2. str2 is a substring of str1, and we can delete str2 from str1. It is possible, that the string str2 appears multiple times in str1. Our goal here is to find out if str1 becomes a null string if we keep removing str2 from str1 multiple times. If it is possible we return 1, otherwise 0.So, if the input is like str1 = "CCCPPPPPP", str2 = "CPP"; then the output will be true.To solve this, we will follow these steps −while size of str1 > 0, do −index := return the ... Read More

Train a Model Using Keras in Python

AmitDiwan
Updated on 18-Jan-2021 11:40:52

183 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 quickly.The ‘tensorflow’ package can be installed on Windows using the below line of code −pip install tensorflowTensor is a data structure used in TensorFlow. It helps connect edges in a flow diagram. This flow diagram is known as the ‘Data flow graph’. Tensors are nothing but a multidimensional array or ... Read More

Compile Sequential Model with Compile Method in Keras and Python

AmitDiwan
Updated on 18-Jan-2021 11:38:55

329 Views

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 problems.It runs on top of Tensorflow framework. It was built to help experiment in a quick manner. It provides essential abstractions and building blocks that are essential in developing and encapsulating machine learning solutions.It is highly scalable, and comes with cross platform abilities. This means Keras can be run on TPU or clusters of GPUs. ... Read More

Compile Built Sequential Model Using Keras in Python

AmitDiwan
Updated on 18-Jan-2021 11:37:10

141 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 problems.It runs on top of the Tensorflow framework. It was built to help experiment in a quick manner. It provides essential abstractions and building blocks that are essential in developing and encapsulating machine learning solutions.It is highly scalable and comes with cross-platform abilities. This means Keras can be run on ... Read More

Plot Keras Model Using Python

AmitDiwan
Updated on 18-Jan-2021 11:35:25

212 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 quickly. Tensor is a data structure used in TensorFlow. It helps connect edges in a flow diagram. This flow diagram is known as the ‘Data flow graph’. Tensors are nothing but multidimensional array or a list.Keras was developed as a part of research for the project ONEIROS (Open ended Neuro-Electronic ... Read More

Embed Text Data into Dimensional Vectors Using Python

AmitDiwan
Updated on 18-Jan-2021 11:33:50

221 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 the 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 problems. It runs on top of the Tensorflow framework. It was built to help experiment in a ... Read More

Implement Ensembling in Python Using Keras

AmitDiwan
Updated on 18-Jan-2021 11:31:54

284 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 of code −pip install tensorflowKeras was developed as a part of the 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 problems. ... Read More

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