Breaking Down Neural Networks With LiveAPI's Value Class
Building LiveAPI, a tool for generating API docs from code, with Value class implementing basic math ops like addition, subtraction, multiplication, division & exponentiation.
Hi there! I'm Shrijith Venkatrama, founder of Hexmos. Right now, I’m building LiveAPI, a tool that makes generating API docs from your code ridiculously easy.
Breaking down tanh into its constituent operations
We have the definition of tanh as follows:
We can see that the above formula has:
exponentiation
subtraction
addition
division
What the Value class cannot do now
a = Value(2.0)
a + 1
The above doesn't work, because a is of Value type whereas 1 is of int type.
We can fix this by automatically trying to convert 1 into a Value type in the __a...