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Questions tagged [automl]

Automated Machine Learning (AutoML) is to make machine learning more accessible by automatically generating a data analysis pipeline that can include data pre-processing, feature selection, and feature engineering methods along with machine learning methods and parameter settings

The goal of Automated Machine Learning (AutoML) is to make machine learning more accessible by automatically generating a data analysis pipeline that can include data pre-processing, feature selection, and feature engineering methods along with machine learning methods and parameter settings that are optimized for your data

More and more research and libraries are available on the topic, examples include auto-sklearn, H2O AutoML and Cloud AutoML.

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Predict AutoML google return INVALID_ARGUMENT on NodeJS

I have a problem with my AutoML code. I want to link it to a web project. I've used the Google tutorial but it doesn't work. I receive this error in my console : payload : { row: { values: [ [Object], [Object], [Object], [Object],…
Tom Sita
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How H2O AutoMachineLearning decide the model order?

I have to solve a simple binary classification problem using H2O AutoML. I'd like to know if the parameters sort_metric and stopping_metric can somehow influence the order of the trained model. I try to change these two parameters using both AUC or…
A1010
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Unable to run auto-sklearn on JupyterLab as kernal keeps getting killed, despite having enough memory

I'm trying to run the auto-sklearn example on the digits dataset (classification), as in the official documentation at https://automl.github.io/auto-sklearn/master/ The kernel keeps getting killed on running automl.fit(X_train, y_train). Kernel…
Sebin Benjamin
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Error: gs://bucket/SampleVideo.mp4 cannot be parsed as CSV

I’m trying to create a custom model on Auto ML Video Intelligence Classification, and keep getting the above error. This isn’t the issue with one video clip, since I get the error message with different videos if I try to use the same CSV. The CSV…
PowellHall
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Google AutomML Object Detection Missing Core ML Export

I created an Object Detection model using Google AutoML. I'd like to export the model to Core ML but on the export page this option isn't showing up. I can't find anything in the AutoML Documentation about when this export option is…
Kevin McGovern
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autoML unable to download model using google cli command

It's my first time working with tensor flow and I'm trying to download an image classification model I created using the autoML vision UI. I'm following along with the tutorial here:…
monsterpiece
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GCP Zero BLEU score

Is it normal that for a trained Italian translation model gcp does not count the BLEU score?
An YA
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Google Cloud for Entity Extraction gives: Fail to load example and annotations. Error details: Cannot read property 'map' of null

After successfully upload pdf documents data to Google Cloud Platform. The annotation tool gives the following error: Fail to load example and annotations. Error details: Cannot read property 'map' of null (After clicking on Refresh the app got…
Hector Blandin
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Failed to run docker with exported model in GoogleCP Vision AutoML Model

I trained an image classifying model using GCP AutoML Vision and I would like to deploy it in my own web app using Docker. Following the tutorial from GCP, I exported my Vision autoML model to a saved_model.pb and managed to copy it to my local…
L.N.
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Autosklearn prediction using Dask dataframe/ Autosklearn support for dask dataframes

I have trained my Autosklearn classification model using pandas dataframe and trying to get predictions using dask dataframes from trained models. I have tested with pandas dataframe and got predictions right. Now, i have to perform prediction task…
Rahul Rawat
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Feeding time data to tf.estimator: `input_fn` must be callable

Goal I want to mod this tutorial to consume this time series dataset instead of the run-of-the-mill image data. Approach I have identified several approaches to get the data into the tf.estimator API. The most convenient (because using…
ledawg
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Google automl train using one account and execute translations with another?

We are using the AutoML service in Google with highly trained models specific to our business. We are looking for a solution where we can train a model in a separate "training & testing" account, then somehow use or move that model into our…
Jason Nethercott
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AWS H2O Inference Server - Empty Results

I am attempting to deploy my H2O AutoML model to AWS following the instructions here. I keep getting the following empty result when I curl my endpoint: curl http://:8080/model?type=1\&row=value1,value2,value3 {"result":""} If I don't submit…
brice
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Hyperopt Change Values of Trials() Object maually; Warm Start Hyperopt

I search for a possibility to Warmstart Hyperopt. One way would be to manually fill the List Trials.trials with hyperameters This is acutally possible, yet i wonder if this really influences the optimization, or if this Trials.trials is just the…
Alexander Vocaet
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How to train for edge tpu on google cloud vision with object detection?

When I try to export a model for the Google Coral, the option that should exist doesn't exist. As per this link, there should be an option to export for the Coral, but for me only TF Lite, Tensorflow.js and Container exist as options.
Thomas Dorsey
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