Questions tagged [auto-keras]

Auto-Keras is an open source software library for automated machine learning (AutoML), written in Python. A question tagged auto-keras shoud be related to the Auto-Keras Python package.

Auto-Keras is an open source software library for automated machine learning (AutoML). It is developed by DATA Lab at Texas A&M University and community contributors. The ultimate goal of AutoML is to provide easily accessible deep learning tools to domain experts with limited data science or machine learning background. Auto-Keras provides functions to automatically search for architecture and hyperparameters of deep learning models.

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AutoKeras Image Classifier: Generator not working and plt.show() gives empty image

I am trying to build an image classification program using AutoKeras, Tensorflow, and Pandas. The code is as folllows: from keras_preprocessing.image import ImageDataGenerator import autokeras as ak import pandas as pd import matplotlib.pyplot as…
Victor Simon
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autokeras fit function with datagen

I am interested in using autokeras for NAS. From the documentation it looks like the .fit method (in class ImageClassifier) may not accept objects of the ImageDataGenerator class for training and validation data. Is this right? Am I missing…
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np.array of texts memory size

I have a list of (possibly long) strings. When i convert it to np.array i quite fast run out of RAM because it seems to take much more memory than a simple list. Why and how to deal with it? Or maybe I'm just doing something wrong? The code: import…
jbet
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AttributeError: 'Tensor' object has no attribute 'numpy

I try to using autokeras for image classification model when I fit my data this error happen DATADIR = r"C:\Users\angesu\Desktop\DOCUMENT_DATA" CATEGORIES = ["resume","transcript","certificate"] IMG_SIZE = 250 for category in CATEGORIES : path…
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AutoKeras 1.0 - cannot import load_image_dataset

After switching to AutoKeras 1.0 cannot any longer to import load_image_dataset function. Tried: from autokeras.image.image_supervised import load_image_dataset from autokeras import load_image_dataset Nothing seems to work. Any suggestion will…
Evgeny Benediktov
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Is it compulsory to have GPU and CUDA to run Keras/Autokeras in Windows 10? Can it run only on CPU?

I have tried to install keras, tensorflow, pytorch and all other dependencies in order to run a simple toy example using aukeras explained in https://autokeras.com/start/ After a lot of version changes and googling I found a typical error which…
Rana
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How apply Gridsearch on autoencoder model?

I want to apply GridSearchCV on the autoencoder model. The code of the atuoencoder and GridSearchCV is added below please tell me how I change this code to run GridSearchCV successfully. autoencoder = Sequential() # Encoder…
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Error when install autokeras on Windows 10

I tried to install autokeras (pip install autokeras) on my windows10 computer but got the following errors: tensorflow-gpu 1.9.0 has requirement tensorboard<1.10.0,>=1.9.0, but you'll have tensorboard 1.10.0 which is incompatible. tensorflow…
Xinyu
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How to install AutoKeras on aws-ec2

I tried to install autokeras on aws ec2 (p2.xlarge) with the environment python 3.6 & tensorflow. I get following error after "pip install autokeras": tensorflow 1.10.0 has requirement numpy<=1.14.5,>=1.13.3, but you'll have numpy 1.15.4 which is…
Xinyu
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ValueError: Found input variables with inconsistent numbers of samples: [24760, 49520]

I am running a code with autokeras to find the best fitting model to my cell data. This is for a Linux Ubuntu system 16.04 running autokeras 0.3.5.I am having an issue with the shape of the input data. Here is my code: #define data…
shiva
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Where to install Auto Keras as getting error on pip

as per autokeras website I am trying to install auto keras I run this command pip install autokeras on Python 3.7.0 command prompt but I am getting this error >>> pip install autokeras File "", line 1 pip install autokeras …
asmgx
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The fit() function in class ImageClassifier in Auto-Keras didn't run well

I tried to run auto-keras in a demo, but it failed, the code as shown below: from keras.datasets import mnist from autokeras.classifier import ImageClassifier (x_train, y_train), (x_test, y_test) = mnist.load_data() x_train =…
Johnny
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Autokeras StructuredDataClassifier fails after a few trials

I'm using StructuredDataClassifier to train a model and I encounter the following error after a few trials. Trial 3 Complete \[00h 00m 23s\] val_accuracy: 0.9289383292198181 Best val_accuracy So Far: 0.9289383292198181 Total elapsed time: 00h…
Shakuni
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