Write a function SoftMax(Q) as seen in the photo
Operations
In mathematics and computer science, an operation is an event that is carried out to satisfy a given task. Basic operations of a computer system are input, processing, output, storage, and control.
Basic Operators
An operator is a symbol that indicates an operation to be performed. We are familiar with operators in mathematics; operators used in computer programming are—in many ways—similar to mathematical operators.
Division Operator
We all learnt about division—and the division operator—in school. You probably know of both these symbols as representing division:
Modulus Operator
Modulus can be represented either as (mod or modulo) in computing operation. Modulus comes under arithmetic operations. Any number or variable which produces absolute value is modulus functionality. Magnitude of any function is totally changed by modulo operator as it changes even negative value to positive.
Operators
In the realm of programming, operators refer to the symbols that perform some function. They are tasked with instructing the compiler on the type of action that needs to be performed on the values passed as operands. Operators can be used in mathematical formulas and equations. In programming languages like Python, C, and Java, a variety of operators are defined.
Write a function SoftMax(Q) as seen in the photo
![el ih-m
Problem 4. Write a function softMax_M(Q) to return a 2darray of softmax function values fih
for
EA, e jh-m
%D
リ=1
i = 0, 1, .., K – 1, h = 0, 1, … , J – 1, where Q is a 2darray of floats with shape (K, J), Qih is the element at the (i + 1)-th row and the (h + 1)-th
column of array Q, and m is the largest element in array Q. (Hint: operations should be performed down the rows; a returned 2darray and Q are of the
np.array ( [[10, 91, [5, 61, [8, 41]), then softMax_M(D) returns array([[0.876, 0.946], [0.006,
•..
same shape.) Sample: if D =
0.047], [0.118, 0.006]]).
1 pass
3
4 def softMax_M(Q):
5
7 D
8 softMax_M(D)
np.array([[10, 9], [5, 6], [8, 4]])
%3D](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fdc238911-2b79-470a-ae35-fd09314a6a93%2F4a2d6204-1591-4174-8a70-bef76e8963cb%2F3mgxcsb_processed.png&w=3840&q=75)
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