Questions tagged [keras]
The keras tag has no usage guidance.
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Keras Tuner Subclass for Time Series Cross-Validation
Custom Keras Tuner with Time Series Cross-Validation
I have written my own subclass of the default Keras tuner Tune class.
Objective: I needed a way to incorporate ...
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Train a Keras model to recognize and predict speech in real-time using microphone as audio source
Please help me optimize this script. I'm running it in Google Colab GPU runtime. I've implemented many optimizations but they worsened it. I need serious help. I have to submit my project in 3 days!. ...
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How to avoid retracing in tensorflow when predicting scores for inputs with different sizes
I use the following code in order to assess the quality of an audio, which is based on this original-project: MOSNet. I call compute_mosnet_score() in a loop with a ...
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Keras: Using Autoencoders for prediction
I have a dataset which I divided into two sections horizontally. Column A of first section is the input variable and Column A of second section is the target variable. I am trying to build a Denoising ...
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Convert an English sentence to German using Bahdanau Attention
Context
I am following this tutorial .
My mission is to convert an English sentence to a German sentence using Bahdanau Attention.
Summary of the Code
I first took the whole English and German ...
- 193
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LSTM Model - Validation Accuracy is not changing
I am working on classification problem, My input data is labels and output expected data is labels
Labels Count
1 94481
0 65181
2 60448
I have made ...
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Lazy loading generator for training a Keras network
A common use for Keras LSTM layers is to generate text. There are
many examples showing you how to do it.
The usual method is to convert the text into a sequence of tokens and
then slice up the ...
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