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Showing posts with the label Lstm

Define Custom Lstm Cell In Keras?

I use Keras with TensorFlow as back-end. If I want to make a modification to an LSTM cell, such as … Read more Define Custom Lstm Cell In Keras?

Sequential Model Give A Different Result At Every Run

I have a python script for building a keras sequential model. Everytime i am getting different resu… Read more Sequential Model Give A Different Result At Every Run

Merge Or Append Multiple Keras Timeseriesgenerator Objects Into One

I'm trying to make a LSTM model. The data is coming from a csv file that contains values for mu… Read more Merge Or Append Multiple Keras Timeseriesgenerator Objects Into One

Pytorch - How To Deactivate Dropout In Evaluation Mode

This is the model I defined it is a simple lstm with 2 fully connect layers. import copy import tor… Read more Pytorch - How To Deactivate Dropout In Evaluation Mode

Keras Attention Layer Over Lstm

I'm using keras 1.0.1 I'm trying to add an attention layer on top of an LSTM. This is what … Read more Keras Attention Layer Over Lstm

Typeerror When Trying To Create A Blstm Network In Keras

I'm a bit new to Keras and deep learning. I'm currently trying to replicate this paper but … Read more Typeerror When Trying To Create A Blstm Network In Keras

Batch-major Vs Time-major Lstm

Do RNNs learn different dependency patterns when the input is batch-major as opposed to time-major?… Read more Batch-major Vs Time-major Lstm

Tensorflow RNN How To Create Zero State With Various Batch Size?

In this question How do I set TensorFlow RNN state when state_is_tuple=True?: the accepted answer i… Read more Tensorflow RNN How To Create Zero State With Various Batch Size?

MultiRNN And Static_rnn Error: Dimensions Must Be Equal, But Are 256 And 129

I want to build an LSTM network with 3 Layers. Here's the code: num_layers=3 time_steps=10 num_… Read more MultiRNN And Static_rnn Error: Dimensions Must Be Equal, But Are 256 And 129