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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
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
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
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
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
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
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
We are required to write a JavaScript function that takes in an array of integers (positive and negative) as the first and the only argument. The function should find out and return the product of subarray where its maximum.For example −If the input array is −const arr = [4, -5, 2, -3, 1, -4, 0, -3];Then the output should be −const output = 120because the subarray with maximum product is [4, -5, 2, -3]ExampleFollowing is the code −const arr = [4, -5, 2, -3, 1, -4, 0, -3]; const maxProduct = (arr = []) => { if (arr.length === 0){ return 0; }; let max = arr[0], min = arr[0], greatest = arr[0]; for (let i = 1; i
We are required to write a JavaScript function that takes in an array of integers as the first and the only argument.The function should find and return the length of the longest consecutive increasing sequence that exists in the array (contiguous or non-contiguous).For example −If the input array is −const arr = [4, 6, 9, 1, 2, 8, 5, 3, -1];Then the output should be 6 because the longest consecutive increasing sequence is 1, 2, 3, 4, 5, 6.ExampleFollowing is the code −const arr = [4, 6, 9, 1, 2, 8, 5, 3, -1]; const consecutiveSequence = (arr = []) ... Read More
We are required to write a JavaScript function that takes in an array of literals as the first and the only argument.The function should construct and return an array of all possible subarrays that can be formed from the original array.For example −If the input array is −const arr = [1, 2, 3];Then the output should be −const output = [ [2], [1], [3], [1, 2, 3], [2, 3], [1, 2], [1, 3], [] ];The order of subarrays is not that important.ExampleFollowing is the code −const arr = [1, 2, 3]; const ... Read More