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Unriddling RNNs with Depth and in Both Directions
Sept. 13, 2022, 7:45 p.m. | Essam Wisam
Towards Data Science - Medium towardsdatascience.com
Let’s abstract away all the abstractions and understand them for real!
There’s good chance that you’ve heard about RNNs before and how they are utilized to deal with sequence data in the realm of deep learning. In this story, we’ll recap on that point and then discuss how RNNs actually work.
What RNNs bring to the table
RNNs help us accomplish something that isn’t easily possible for FFNNs. In particular, approximating mappings from one variable-length sequence of vectors to another …
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