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Showing posts from November, 2021

How to write a ReLU function and its derivative in python?

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Hiii  musketeers Then  I  want  to  bandy  about activation  functions  in Neural  network   generally  we've  so   numerous   papers  on activation  functions . Then  I  want   bandy  every  thing  about activation functions about their  derivations , python  law  and when we will  use . This  composition  will  cover  …. Function Equations and its Derivatives Types of Activation function: Sigmoid Tanh or Hyperbolic ReLu Activation Function (Rectified Linear Unit) Now we will look each of this 1)Sigmoid: It is also called as logistic activation function. f(x)=1/(1+exp(-x) the function range between (0,1) Derivative of sigmoid: just simple u/v rule i.e (vdu-udv)/v² df(x)=[(1+exp(-x)(d(1))-d(1+exp(-x)*1]/(1+exp(-x))² d(1)=0, d(1+exp(-x))=d(1)+d(exp(-x))=-exp(-x) so df(x)=exp(-x)/(1+exp(-x))² df(x)=[1/(1+exp(-x))]*[1-(1/(1+exp(-x))] df(x)=f(...

Tuple Functions in Python

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Python tuple () The tuple () builtin can  be   used  to  produce  tuples in Python. In Python, a tuple is an  inflexible   sequence   type . One of the  ways  of creating tuple is by  using  the tuple () construct. The syntax of tuple () is tuple (iterable) tuple () Parameters iterable (  voluntary )-an iterable (list,  range ,etc.) or an iterator  object Still , the  function  returns an  empty  tuple, If the iterable isn't  passed  to tuple (). Illustration   Produce  tuples  using  tuple () t1 = tuple () print  ('t1 = ', t1) .# creating a tuple from a list t2 = tuple ( (1, 4, 6)) .  print  ('t2 = ', t2) .# creating a tuple from a  string t1 = tuple ('Python') print  ('t1 = ', t1) .# creating a tuple from a  wordbook t1 = tuple ( 1'one', 2'two') .  print  ('t1 = ', t1) .  Affair t1 = () t2 = (1, 4, 6) . t1 = ('P','y'...

Keywords and Identifiers in Python

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  Python Keywords Well  simply , Python keywords are the  words  that are  reserved . That means you ca n’t  use  them as  name  of any  realities  like variables,  classes  and  functions . So  you might  be   allowing  what are these keywords for. They're for  defining  the syntax and  structures  of Identifiers in Python   language . You should  know  there are 33 keywords in Python programming  language  as of  writing  this tutorial. Although the  number  can  vary   by   course  of  time .  Also  keywords in Python is case  sensitive .  So  they're to  be   written  as it is.  Then 's a list of all keywords in python programming. List of All Python Keywords and Logical operator as Alias assert For debugging break Break out of  Python loops class Used for ...