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KristynaPijackova edited this page Dec 21, 2021 · 3 revisions

Welcome to this repository's wiki!

What you can find in here are hopefully useful links which will help

Source: https://towardsdatascience.com/illustrated-guide-to-lstms-and-gru-s-a-step-by-step-explanation-44e9eb85bf21

https://www.theaidream.com/post/introduction-to-rnn-and-lstm

RNN

  • Designed to work with sequential data

  • Each cell contains information from the previous one -> the network has a memory

  • Simple RNNs have problem with vanishing gradients -> harder to learn tong time steps

3eee0b_969c1d3e8d7943f0bd693d6151199f69_mv2

1_o-Cq5U8-tfa1_ve2Pf3nfg

LSTM

1_0f8r3Vd-i4ueYND1CUrhMA

1_TTmYy7Sy8uUXxUXfzmoKbA 1_S0rXIeO_VoUVOyrYHckUWg 1_VOXRGhOShoWWks6ouoDN3Q 1_p2yXhtxmYflEUrTC1rCoUA

GRU

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