Entropy | Cross Entropy | KL Divergence | Quick Explained
Skills:
ML Maths Basics53%
About this lesson
After a long time, finally, here's a topic which inherited in a lot of things, especially when it comes to generative modeling. In this video, we'll see about Entropy, Cross-Entropy, and most important KL Divergence which is used frequently in Generative Adversarial Networks. Let's see what it is, how it originated, and what it does. I hope you'll like it. If not, please leave your feedback in the comments. And as always, Thanks for watching ❤️ Timestamps: 0:00 Entropy 2:13 Cross Entropy 3:23 KL Divergence 4:35 KL Divergence in code 5:25 Things to remember
Original Description
After a long time, finally, here's a topic which inherited in a lot of things, especially when it comes to generative modeling. In this video, we'll see about Entropy, Cross-Entropy, and most important KL Divergence which is used frequently in Generative Adversarial Networks.
Let's see what it is, how it originated, and what it does.
I hope you'll like it. If not, please leave your feedback in the comments.
And as always,
Thanks for watching ❤️
Timestamps:
0:00 Entropy
2:13 Cross Entropy
3:23 KL Divergence
4:35 KL Divergence in code
5:25 Things to remember
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Chapters (5)
Entropy
2:13
Cross Entropy
3:23
KL Divergence
4:35
KL Divergence in code
5:25
Things to remember
🎓
Tutor Explanation
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