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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.

434 questions
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Azure: Do I need a Azure ML resource to use AutoML in an Azure databricks notebook?

If I want to use AutoML to train models within a python Databricks notebook, do I need an Azure Machine Learning resource? It seems like this would be an unnecessary resource if Databricks has its own compute
Zach Green
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Solve Incorrect encoding to upload CSV to Google Cloud Platform AI Dataset

I just started with GCP IA and tried to import a dataset. Following the official documentation Preparing your training data The CSV file can have any filename, must be UTF-8 encoded, and must end with a .csv extension. Following these instructions…
Daniel Santos
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Annotation specs - AutoML (GCP)

I'm using the Natural Language module on Google Cloud Platform and more specifically AUTOML for text classification. I come across this error which I do not understand when I have finished importing my data and the text has been processed : Error:…
Valentine GRAND
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Azure ML time series model inference error during data input (python)

In the Azure ML Studio I prepared a model with AutoML for time series forecasting. The data have some rare gaps in all data sets. I am using the following code to call for a deployed Azure AutoML model as a web service: import requests import…
alex-mon888
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Google AutoML Translation - Cold Start

I'm using Google AutoML Translation with custom models. It works fine but there is one issue that bothers me. If I do not use language pair (e.g. English-Spanish) for a while there is a cold start and the request takes more than 10 seconds. Whereas…
mskuratowski
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How to publish AutoML(Firebase) model with node?

how can I publish the model not using the firebase UI but using the code? I'm already create a client witch fill and predicts my model using node.js. And from my client application I'm receiving my model by name like this: let remoteModel =…
emigrantdd
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What could I be doing wrong to get this result from Azure AutoML timeseries forecasting?

I'm experimenting with Azure AutoML for timeseries forecasting. I have a simple two column training dataset with two years of data at hourly intervals. Column 1 is Date/Time Column 2 is the variable I want to predict. I've done several runs of…
Felix
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Trying to run a Cloud Function with LRO

Background I am working on creating an autonomous Google AutoML end<>end system. I created a cloud function that receives a cloud pub/sub message when training starts. The cloud function uses the operation ID to get the operation status of the…
Evan Hecht
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ML.Net AutoML is getting null reference exception even though I have data?

I am learning ML.Net and trying to use the AutoML API and getting a null reference exception. Question has been updated with my recent learnings and a minimal amount of code to reproduce. Put this in VSCode and you too can experience a 2 dimension…
Bill Sambrone
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Is it possible to pass params when using edge-deployed AutoML vision model?

I have trained an AutoML Vision model using Google Cloud Platform. I trained an edge-specific version so I could deploy it in a docker image on my own hardware. I followed the tutorial instructions…
the dood
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Why is Cloud AutoML Vision rotating my image?

I've imported images from my computer to my Cloud AutoML dataset in the form of zip file and I've noticed that the orientation of my images were altered. The orientation of my photos is important as I am doing a model to recognize hand gesture and…
junsiong2008
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Does TPOT support multi-label text classification?

How can I run TPOT to give me suggestions on what algorithm to use for a multi-label text classification? My data is already cleaned and divided into training and testing sets.
LD-DS-00
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How to explicitly set sagemaker autopilot's validation set?

The example notebook: https://github.com/awslabs/amazon-sagemaker-examples/blob/master/autopilot/autopilot_customer_churn.ipynb states that in the Analyzing Data step: The dataset is analyzed and Autopilot comes up with a list of ML pipelines that…
devin132
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How can I check the result of Google "AutoML" table?

I used Google AutoML table. I got some result from that, but I don't know how can I check the result specifically. I want to know such as... What kinds of models and which model showed the best result. How may parameters and layers…
Justin King
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Leaderboard in H2O AutoML

I have just started learn to use H2O Auto ML and I am trying out a binary Classification model. I am trying to understand why do the rankings of the model change with every run. The top 5 models remain in top 5, but the models slightly shift to a…
learner
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