Linked Questions
11 questions linked to/from Keras Sequential model with multiple inputs
0
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ML with multiple input arrays in python [duplicate]
I would like to make a neural network which has several inputs and 3 outputs but when I try to put 2 entries in my program it does not want.
import keras
import numpy as np
import tensorflow as tf
...
- 25
6
votes
1
answer
7k
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Multiple inputs to Keras Sequential model
I am trying to merge output from two models and give them as input to the third model using keras sequential model.
Model1 :
inputs1 = Input(shape=(750,))
x = Dense(500, activation='relu')(inputs1)
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- 145
3
votes
2
answers
4k
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How to include future values in a time series prediction of a RNN in Keras
I currently have a RNN model for time series predictions. It uses 3 input features "value", "temperature" and "hour of the day" of the last 96 time steps to predict the ...
- 902
2
votes
1
answer
1k
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How to train a dual streams inputs of CNN model with two DataIterator(s)?
I'm building a convolutional neural network (CNN) model consisting of dual stream image data input of 'RGB' channels and 'grayscale' channel converging into singular stream of shape (None, width, ...
- 65
0
votes
1
answer
837
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Keras sequential model with multiple inputs, Tensorflow 1.9.0
I try creating a neural network, having two inputs of a particular size (here four) each and one output of the same size size (so also four). Unfortunately, I always get this error when running my ...
- 13
0
votes
2
answers
261
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Simple Keras ML model for predicting multiplication isn't working
I have created a simple machine learning model to predict the multiplication of two given numbers. I followed a youtube tutorial to learn the basic and try to work on this simple idea.
My model has ...
- 644
1
vote
2
answers
488
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How to put multidimensional array input in tensorflow?
Following this tutorial:
I have this feature and label in Tensorflow:
>>> play_features.head()
enemy_class player_class player_cards ...
1
vote
1
answer
281
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Add sequential features to 1D CNN classification model
I am building a 1D CNN model using Keras for text classification where the input is a sequence of words generated by tokenizer.texts_to_sequences. Is there a way to also feed in a sequence of ...
- 107
0
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0
answers
209
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Tensorflow: how to add multiple inputs when fitting
I have a tensorflow model with 2 input vectors of shapes [None, 500]. The following chunk present a similar example to what the actual model looks like (it is actually consisted of more layers but ...
- 238
1
vote
1
answer
183
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Improving model prediction for single data sets by using multiple data sets to fit [closed]
Have a project I'm working on and am running into an issue. Essentially I these points scattered across an x / y plot. I have one test point, where I get the target data (y) for the classification (...
- 21
0
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0
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Loading images with multiple numeric values for neural network
I have a dataset of images and their two regression values in the CSV file. For example, "img1.jpg" has two numeric values "x_cord" and "y_cord" stored in annotation.csv. ...
