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- Python numpy library functions to perform basic matrix operations are as follows.• C=numpy.add(A, B): Add two matrices A and B and store result in C.• C=numpy.subtract(A, B): Subtract matrix B from matrix A and store result in C.• C=numpy.divide(A, B): Divide matrix A by matrix B and store result in C.• C=numpy.multiply(A, B): Multiply matrix A by matrix B and store result in C.• C=numpy.sum(A): Form the sum of elements of matrix A and store result in c ∈ R.• C=numpy.sum(A, axis = 0): Form the column wise summation of matrix A andstore result in vector C.• C=numpy.sum(A, axis = 1): Form the row wise summation of matrix A, storeresult in vector C.Python code to show the implementation of these methods in a sample matrix.2184=9100(.03*t)Use C Programming And Sorting Method Number Conversion Number conversion is a method that is often used in world of computing. This method aim to simplify the analysis and calculation process. Bibi, a novice data scientist, is looking at the series of data with irregular values. Each Ai value that Bibi sees can be anywhere from −10^18 to 10^18. Seeing such a large range of numeric values, Bibi asks you to do conversion on each value in the series so every new values is as minimum as possible while still maintaining larger, smaller and equal property with every other values in the initial series. The smallest number Bibi allow is 1. Help Bibi convert the number according to the criteria above. For example, there is a series with the values 99, -30, 0, 20, 1, 20. • the lowest value -30 is converted to 1. • second lowest value 0 is converted to 2. • third lowest value 1 is converted to 3. • lowest fourth value 20 is converted to 4. • the highest value 99 is converted to 5. Therefore, you…
- numerical analysis question/Answer according to the system of linear equations given in the picture: Write it in the form of a matrix with [A ⋮ B] additions. Solve the system of linear equations with the Gaussian elimination method by applying elementary row operations to the [A ⋮ B] addition matrix and showing them one by one at each step.Q 01: (Each containing 2*3=6) What is the Critical section problem? Write and explain Peterson solution for it.Given the following definitions: U={a,b,c, d, e, f, g} A={a, c, e, g} B={a,b,c,d} find A n B
- Python question Application: Big-O Notation (Q8-11) For each of the time complexities in this segment give the tightest bound in terms of a simple polylogarithmic function using big-O notation. Note: use the ‘^’ symbol to indicate exponents, i.e., write O(n^2) for O(n2). Question 8 (Big-O Notation 1) T(n) = n2+ log n + n Question 9 (Big-O Notation 2) T(n) = n/3 + 4 log n + 2n log(n) Question 10 (Big-O Notation 3) T(n) = 7n5 + 2n Question 11 (Big-O Notation 4) T(n) = (n%5) + 12,000Scalar Multiplication• Write a multiplication function that accepts one 2D numpy array andone scalar (an int or float), and returns the scalar product (whereevery entry in the array is multiplied by the scalar). solve in python[b~ v (bad)]~ 2T
- Python problem Problem statementDevelop a program that receives a matrix and determines whether it corresponds to a magic square. A magic square is one that the sum of its elements in each of the rows is equal to the sum of the elements in each of the columns and also equal to the sum of the elements of each of the diagonals. The condition that the numbers from 1 to n ** 2 are used must also be met, where n is the size of the magic square, which is a matrix of nxn. https://upload.wikimedia.org/wikipedia/commons/thumb/e/e4/Magicsquareexample.svg/1200px-Magicsquareexample.svg.png EntryThe first line corresponds to the number n. After this, n lines, each line contains a list of integers separated by a space. DepartureIf the square is magic, it must print the value that has the sum of the numbers by columns, rows and main diagonals. If it is not a magic square, the word "Error" must be printed without quotation marks. Examples Input Example 1 416 3 2 135 10 11 89 6 7 124 15 14 1Output…Matrices Question: Count the number of operations involved in multiplying two n x n matrices.The following numbers are inserted into an empty LLRBT in the given order: 11, 2, 14, 25, 15, 13, 16. Please draw the resulting LLRBT.
