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Questions tagged [multiple-input]

74 questions
7
votes
1 answer

Pandas' expanding with apply function on multiple columns

Is it possible to use panda's expanding function to calculate the coefficient of a polynomial regression using several columns of the window object? I have a data frame which has two columns, a predictor and a response. I want to use pandas'…
Iqigai
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5
votes
2 answers

model.predict() with multiple datasets as inputs

I'm trying to feed TensorFlow dataset (which is read from .csv files) into multi-input tf.keras model defined with functional API. Training works fine when I pass these datasets zipped together with labels. When I want to call predict() (presumably…
mjarosie
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5
votes
3 answers

Extend Single ID REST endpoint to support multiple IDs

I have a single ID REST API that I need to extend to support multiple (up to 10Ks) IDs. Basically to run update on all relevant IDs instead of sending 10Ks request in network. Current…
Ori Marko
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4
votes
1 answer

Python unit testing multiple inputs

This is a generic question geared towards unit testing specifically in Python. Is it acceptable to place 20 or some number of inputs to test in a dictionary as keys, where the values are the expected result output from the function? I can't find an…
probat
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3
votes
0 answers

LIME Image classification interpretation for multi-input DNN

I am fairly new to Deep Learning, but I managed to build a multi-branch Image Classification architecture yielding quite satisfactory results. Not so important: I am working on KKBox customer churn…
Johnny Petr
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2
votes
1 answer

Tensorflow tf.dataset won't iterate with multiple inputs of different sizes "Shapes of all inputs must match"

I am trying to make a tensorflow model with two different inputs, one will have shape [9,10], the other will just have shape [8]. I am furthermore trying to use tf.dataset to iterate over my inputs. However, whenever I try to do so it fails with…
Winthrop Harvey
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2
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0 answers

Tensorflow Custom Dataset - Add metadata as additional input to an image input processed by a CNN

I've got a working CNN model that classifies images from a custom dataset that is loaded with a csv file. The dataset is split up into training, validation and test dataset after being shuffled. Now I want to expand the image input by four extra…
Ruzezol
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2
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1 answer

Creating Multiple Input on React

Home Component Data-Form Component useInput Component Table Component Output of Code (I can't add 3. row) I would like to get input and put it table as table data. But ı can add only one triple data I cant add a second row. The second question is I…
Kürşat Karslı
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2
votes
1 answer

Keras multiple inputs masking

I am building a LSTM model with multiple inputs (the number is given by n_inputs). I scaled the inputs in (0, 1) and replaced all the NaN of the inputs with -1. Now I want the model to ignore such NaN values, therefore I use a mask as it…
riccio777
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2
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0 answers

How to make a dataGenerator (for non-image-data) in KERAS API model for multiple inputs?

I want to input four 2D NumPy arrays (Non-image-data). Now, I want to load to data dynamically as number of samples is huge. How can I do it in Keras? Thanks in advance.
Mohaiminul Islam
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2
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0 answers

How to put multiple inputs in tensorflow 2.0?(without keras)

I want to make CNN model including multiple inputs. But there is not any examples about that. Without Keras, Can I make multiple inputs model ? My model has 3 inputs. After the first input(atom_in_fea[8,9]) passes through the embedding(linear or…
byeolee Moon
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2
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0 answers

LSTM, multiple binary array input and overfitting handling

Now I'm working on a space environment model that predicts the maximum Kp index of tomorrow using last 3-days coronal hole information. (Total amount of data is around 4300 days.) For the input, 3 arrays with 136 elements are used (one array for a…
INDI
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1
vote
1 answer

React: How to create a select multiple input that accepting same value

I'm using antd library and reactJS. I want the user to be able to input multiple values into a select multiple input statement, and the user can input the same value at once. Something like: [20, 100, 100]. Currently in normal multiple or tags mode,…
Ruslan Ashaari
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1
vote
1 answer

Handle multiple input values with React Redux Toolkit

I'm trying to handle two form input values and save data to store with Redux Toolkit on submit. Seems simple but haven't really got the hang of it, yet. My first thought was to keep the input values locally with useState and set data to store only…
oldskool123
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1
vote
1 answer

Is semanticseg on multiple input network matlab possible?

I have a neural network that takes multiple inputs and produces a semantic segmentation output. I was able to train the network fine, but when I try to test the network performance using the function emanticseg matlab throws this error: Error using…
M. Phillips
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