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spelling: changed "amd" to "and" #2

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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -79,7 +79,7 @@ What is a bad Generator? A Generator that spits out random noise is certainly a

![circles3](figures/circles3.png)

Producing "fake" points in between the two circles will help the Classifier assign the real points to correct class: whatever is real and has a smaller distance to the center than the fake belt, is blue, amd whatever is real and has a larger radius is orange. In other words, a complement Generator helps refine the *decision boundary* between classes.
Producing "fake" points in between the two circles will help the Classifier assign the real points to correct class: whatever is real and has a smaller distance to the center than the fake belt, is blue, and whatever is real and has a larger radius is orange. In other words, a complement Generator helps refine the *decision boundary* between classes.

We shall see some more real-world examples of images generated in complimentary feature space when we look at the semi-supervised GAN that I wrote and trained for the cat vs. dog binary classification. Speaking of which, it is time to find out...

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