Math typo in logistic sigmoid function docstring

[larryshamalama]

There are three docstring instances where the sigmoid/expit function is incorrectly displayed as (1 / (1 + exp(x)) instead of (1 / (1 + exp(-x)).

aesara/aesara/tensor/inplace.py

Line 318 in 2dc7591

 """Logistic sigmoid function (1 / (1 + exp(x)), also known as expit or inverse logit""" 

aesara/aesara/tensor/math.py

Line 1421 in baa6b7f

 """Logistic sigmoid function (1 / (1 + exp(x)), also known as expit or inverse logit""" 

aesara/aesara/scalar/math.py

Line 1093 in a7ef6db

     Logistic sigmoid function (1 / (1 + exp(x)), also known as expit or inverse logit 

[Brandon T. Willard]

Thanks for the heads-up!

[Vrinda Ahuja]

I will solve this issue

[Vrinda Ahuja]

I have raised the PR for this issue - #1402. Please review the same

[Brandon T. Willard]

Many thanks, @vrii14!