Hands-On Mathematics for Deep Learning
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Inverse functions

Inverse functions are a rather fascinating class of functions in that if we have two functions and we apply them on each other, we receive the identity. Mathematically, we define this as follows:

Suppose we have . Then, they are only inverse functions if . For example, we could have  and . Therefore, , which tells us that .

Here is another cool property that this has: