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Search Results (7)

Results for lstm

November 27th, 2023
Plot the SHAP values for LSTM model in python

I have the following code that is working. import numpy as np import shap from tensorflow import keras X = np.array([[(1,2,3,3,1),(3,2,1,3,2),(3,2,2,...

pythonnumpykerasshapmachine-learning
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September 9th, 2023
Keras LSTM for continuous output and with EarlyStopping

I wrote an LSTM regression model. It is a model with batch_size=1 and return_sequences = True for the last LSTM layer. I also set validation_data and ...

pythonkeraslstm
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December 5th, 2023
keras, LSTM - predict on inputs of different length?

I have fitted an LSTM that deals with inputs of different length: model = Sequential() model.add(LSTM(units=10, return_sequences=False, input_shape=(N...

keraslstmneural-networkdeep-learningrecurrent-neural-network
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November 4th, 2023
Forecast future values with LSTM in Python

This code predicts the values of a specified stock up to the current date but not a date beyond the training dataset. This code is from an earlier que...

pythontensorflowkeraslstmmachine-learning
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September 6th, 2023
What is timestep in LSTM layers from Keras? and How choose the value for this parameter?

I have problems to understand the parameter "timestep" in LSTM layer. I have found some meanings, but I am very confuse now. Some mention that it is t...

tensorflowkeraslstmdeep-learningautoencoder
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November 25th, 2023
Multivariate LSTM with missing values

I am working on a Time Series Forecasting problem using LSTM. The input contains several features, so I am using a Multivariate LSTM. The problem is ...

tensorflowkeraslstmneural-networkmissing-data
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September 15th, 2023
LSTM overfitting but validation accuracy not improving

The task I am trying to do is to classify EEG signals into 4 possible classes. The data is divided up into trials. Subjects were asked to think about ...

pythonkeraslstmmachine-learning
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