Revision: Assuming data is a numpy array of shape (500, 2) that contains a random permutation of a sequence of unique integers What is the output of the following code: np.sum(data < np.median(data, axis=0) *
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- Matrix Multiplication• Write a multiplication function that accepts two 2D numpy arrays,and returns the product of the two. This function should test that thearrays are compatible (recall that the number of columns in the firstmatrix must equal the number of rows in the second matrix). Thisfunction should test the array sizes before attempting themultiplication. If the arrays are not compatible, the function shouldreturn -1. solve in pythonThe following definition reserves 20 elements for integer array x, which has indices in the range 0-10. int x[10]; Select one: True FalsePrompt: In Python language, write a function that applies the logistic sigmoid function to all elements of a NumPy array. Code: import numpy as np import math import matplotlib.pyplot as plt import pandas as pd def sigmoid(inputArray): modifiedArray = np.zeros(len(inputArray)) #YOUR CODE HERE: return(modifiedArray) def test(): inputs = np.arange(-100, 100, 0.5) outputs = sigmoid(inputs) plt.figure(1) plt.plot(inputs) plt.title('Input') plt.xlabel('Index') plt.ylabel('Value') plt.show() plt.figure(2) plt.plot(outputs,'Black') plt.title('Output') plt.xlabel('Index') plt.ylabel('Value') plt.show() test()
- Assignment Write a program that reads a 2D array of chars, checks, and corrects each char within this array, and print out the corrected 2D array. First the program will read the row count (rowCount) and column count (columnCount) of the 2D array, both as int values. Then, the chars constituting the 2D array will be read on a row-by-row basis. After reading the 2D array, the program will check and correct each char within the 2D array according to the rules below. This process MUST be done by using a void function by sending the appropriate cell of the 2D array with a call-by-reference fashion. • If the row index is an even number, a char can only be a lowercase English value. • If the row index is an odd number, a char can only be ?, 7', or X'. • Any incorrect value MUST be changed into Finally, the checked and corrected 2D array will be printed out to the screen. NOTE: Checking the correctness of a char and correcting it (if necessary) MUST be done in the function with a…Prompt: In Python language, wrte a function that applies the logistic sigmoid function to all elements of a NumPy array. Code: import numpy as np import math import matplotlib.pyplot as plt import pandas as pd def sigmoid(inputArray): modifiedArray = np.zeros(len(inputArray)) #YOUR CODE HERE: return(modifiedArray) def test(): inputs = np.arange(-100, 100, 0.5) outputs = sigmoid(inputs) plt.figure(1) plt.plot(inputs) plt.title('Input') plt.xlabel('Index') plt.ylabel('Value') plt.show() plt.figure(2) plt.plot(outputs,'Black') plt.title('Output') plt.xlabel('Index') plt.ylabel('Value') plt.show() test()Answer in java script Create a function that returns true if the first array can be nested inside the second. arr1 can be nested inside arr2 if: 1. arr1's min is greater than arr2 's min. 2. arr1's max is less than arr2 's max. Examples canNest([1, 2, 3, 4], [0, 6]) true canNest ([3, 1], [4, 0]) → true canNest ([9, 9, 8], [8, 9]) → false canNest([1, 2, 3, 4], [2, 3]) - false
- Assignment #1: Complete the following code to copy array1 onto array2 Array1 DB 20h, OAH, 32, 9 Array2 DB 4 DUP(?)TASK 1. Re-write this code using Lambda. S TASK 2. Create an array2 that consists of 30987888 digits. Write a code using Lambda function to display only even numbers from array2. int[] array = { 2, 6, 4, 12, 7, 8, 9, 13, 2 }; var orderedFilteredArray = from element in array where element < 7 orderby element select element; PrintArray(orderedFilteredArray, "All values less than 7 and sorted:");code for this in C: Create an array of 15 integers. Add all elements located at ODD index positions and sum also all numbers located at EVEN(Assume zero index is even) index positions in the linear array. The user will be the one to input each item in the array of 15 elements. Display also the inputted integers in the array. Given the sample layout w/ test data below:
- In statistics, the mode of a set of values is the value that occurs most often or with the greatestfrequency. Write a function that accepts as arguments the following:A. An array of integersB. An integer that indicates the number of elements in the arrayThe function should determine the mode of the array. That is, it should determine which valuein the array occurs most often. The mode is the value the function should return. If the arrayhas no mode (none of the values occur more than once), the function should return −1.Demonstrate your pointer process by using pointer notation instead of array notation in thisfunction.QL: The Following table represents the grades of students in their course assignments. Each row consists of student's ID and additional 5 scores in assignments I to 5. You are asked to do the following: a. create a 2D array of type [int] with the values shown in the table. (Make some changes if needed). b. Print the 2D array as close as shown in the sample output. c. Print the list of students with any missing assignment and which assignment number are they missing, d. Print total numbers of assignments scored more than 4 points. e. Print the average score of assignment 3. Student ID/AssignmentA A2A3A4AS 55550 33000 02345 121 122 123 Sample output: SID I A1 I A2 AJ I A4 | 121 122 5 123 2 3 List of studenta missing Assignmenta: atudent:121 in minning Annignnent 15 atudenti 122 is mianing Assignmenti 13 Student i 122 is mianing Assignnent: #4 atudenti122 in miasing Assignment 15 student:123 ia missing Aasignment: #1 statatica: Total number of aanignanenta scored more than 4 pointa: 7 The…E j’ava i;mgram 1 = e 2 take 3 array from user and print all the elements after doubling its elements 3 and you have to separate function for doubling operation. 4 |