LSTM and GRU | Long short-term memory and Gated Recurrent Unit

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LSTM = Long short term memory
GRU = Gated Recurrent Unit
RNN may fail under long term dependency. LSTM and GRU comes into the picture to solve this.
In LSTM we have:
1. Forget gate
2. Input gate
3. Cell state
4. Output gate

In GRU we have,
1. Update gate
2. Reset gate
Both of these LSTM and GRU are powerful enough to handle competitive task.
We have to choose on the basis of our project whether to choose LSTM or GRU.

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  1. IG Tech Team
  2. IG Tech Team
  3. LSTM
  4. GRU
  5. Long short term memory
  6. Gated Recurrent Unit
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