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keras LSTM RepeatVector

브라이언7 2019. 8. 11. 18:06

Python keras.layers.RepeatVector() Examples

https://www.programcreek.com/python/example/89689/keras.layers.RepeatVector

 

keras.layers.RepeatVector Python Example

Python keras.layers.RepeatVector() Examples The following are code examples for showing how to use keras.layers.RepeatVector(). They are extracted from open source Python projects. You can vote up the examples you like or vote down the exmaples you don't l

www.programcreek.com

What is the job of “RepeatVector” and “TimeDistributed”?

 

What is the job of "RepeatVector" and "TimeDistributed"?

I read about them in Keras documentation and other websites, but I couldn't exactly understand what exactly they do and how should we use them in designing many-to-many or encoder-decoder LSTM netw...

datascience.stackexchange.com

LSTM: Many to many sequence prediction with different sequence length #6063

https://github.com/keras-team/keras/issues/6063

 

LSTM: Many to many sequence prediction with different sequence length · Issue #6063 · keras-team/keras

First of all, I know that there are already issues open regarding that topic, but their solutions don't solve my problem and I'll explain why. The problem is to predict the next n_post step...

github.com

How to connect LSTM layers in Keras, RepeatVector or return_sequence=True?

 

How to connect LSTM layers in Keras, RepeatVector or return_sequence=True?

I'm trying to develop an Encoder model in keras for timeseries. The shape of data is (5039, 28, 1), meaning that my seq_len is 28 and I have one feature. For the first layer of the encoder, I'm usi...

stackoverflow.com

Seq2Seq 모델 디버깅

http://docs.likejazz.com/seq2seq/#코드

 

Seq2Seq 모델 디버깅 · The Missing Papers

Seq2Seq 모델 디버깅 20 Jun 2018 Keras로 seq2seq 모델을 구축하는 어려움에 대해 얘기한다. 실제로 Keras로 사용하는 TensorFlow는 Graph와 Session이 나뉘어져 있기 때문에 새로운 모델을 구축해 테스트 하기 쉽지 않은 편이며 디버깅 또한 어렵다. 그러나 몇 가지 디버깅을 쉽게 할 수 있는 기법이 있는데, 여기서는 Keras에서 제공하는 seq2seq 기반의 덧셈 모델을 직접 디버깅 하면서 하나씩 살펴보도록 한다.

docs.likejazz.com

 

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