Load the Iliad Dataset Using TensorFlow in Python

AmitDiwan
Updated on 19-Jan-2021 07:46:10

177 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 in a flow diagram. This flow diagram is known as the ‘Data flow graph’. Tensors are nothing but a multidimensional array or a list.They can be identified using three main attributes −Rank − It tells about the dimensionality of the tensor. It can be understood as the order of the ... Read More

Download and Explore the Iliad Dataset Using TensorFlow in Python

AmitDiwan
Updated on 19-Jan-2021 07:43:43

154 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 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 a list.They can be identified using three main attributes −Rank − It ... Read More

Check Model Performance on StackOverflow Dataset Using TensorFlow in Python

AmitDiwan
Updated on 19-Jan-2021 07:39:31

167 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 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 a list.We are using Google Colaboratory to run the below code. Google ... Read More

Predict Score for StackOverflow Question Dataset using TensorFlow in Python

AmitDiwan
Updated on 19-Jan-2021 07:37:51

170 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. This is because it uses NumPy and multi-dimensional arrays. These multi-dimensional arrays are also known as ‘tensors’. The framework supports working with a deep neural network.The ‘tensorflow’ package can be installed on Windows using the below line of code −pip install tensorflowTensor is a data structure used in TensorFlow. ... Read More

Export TensorFlow Model Built Using Python

AmitDiwan
Updated on 19-Jan-2021 07:36:10

166 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.This is because it uses NumPy and multi-dimensional arrays. These multi-dimensional arrays are also known as ‘tensors’. The framework supports working with a deep neural network. It is highly scalable and comes with many popular datasets. It uses GPU computation and automates the management of resources. It comes with multitude of ... Read More

Evaluate TensorFlow Models on Test Data Using Python

AmitDiwan
Updated on 19-Jan-2021 07:34:39

147 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 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 a list.We are using Google Colaboratory to run the below code. Google ... Read More

Compare Linear Model and Convolutional Model Using TensorFlow in Python

AmitDiwan
Updated on 19-Jan-2021 07:32:48

177 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 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 a list.They can be identified using three main attributes −Rank − It ... Read More

Compile and Fit TensorFlow Model Using Python

AmitDiwan
Updated on 19-Jan-2021 07:30:45

191 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.This is because it uses NumPy and multi-dimensional arrays. These multi-dimensional arrays are also known as ‘tensors’. The framework supports working with deep neural network. It is highly scalable, and comes with many popular datasets. It uses GPU computation and automates the management of resources. It comes with multitude of machine ... Read More

Build One-Dimensional Convolutional Network using TensorFlow in Python

AmitDiwan
Updated on 19-Jan-2021 07:29:24

405 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.This is because it uses NumPy and multi-dimensional arrays. These multi-dimensional arrays are also known as ‘tensors’. The framework supports working with deep neural networks. It is highly scalable and comes with many popular datasets. It uses GPU computation and automates the management of resources. It comes with multitude of machine ... Read More

Find Smallest Element in Rotated Sorted Array in JavaScript

AmitDiwan
Updated on 19-Jan-2021 06:33:50

152 Views

We are required to write a JavaScript function that takes in an array of integers as the only argument.The array is first sorted and then rotated by any arbitrary number of elements. Our function should find the smallest element in the array and return that element.The only condition is that we have to do this in less than linear time complexity, maybe using a somewhat tweaked version of the binary search algorithm.For example −If the input array is −const arr = [6, 8, 12, 25, 2, 4, 5];Then the output should be 2.ExampleFollowing is the code −const arr = [6, ... Read More

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