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This is a discussion on an old problem, named Vanishing Gradients, which hindered decades of Deep Learning Research.

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Vanishing Gradient

Now let me tell you the story behind this whole tutorial on Vanishing Gradients. I wanted to write a tutorial on ResNets paper, but when started I had this feeling that without giving a proper definition on the problem we are going to solve with ResNets, the whole tutorial would be incomplete. So I started working on this tutorial, which you may find as a preamble to ResNets tutorial :D

GitHub rendering on Jupiter Notebook sucks sometimes when it comes to latex equations. If you've problems regarding viewing the notebook, then please visit this link.

Happy learning !

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This is a discussion on an old problem, named Vanishing Gradients, which hindered decades of Deep Learning Research.

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