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Questions tagged [azure-machine-learning-service]

For questions about Microsoft's cloud-based service for machine learning. Be sure to include in your question the version of azureml-sdk or azureml CLI that you're using and code snippets you may be using.

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1831 questions
9
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1 answer

How to build a Convolution Neural Net in Azure Machine Learning?

Someone should add "net#" as a tag. I'm trying to improve my neural network in Azure Machine Learning Studio by turning it into a convolution neural net using this…
Seth Kitchen
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8
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0 answers

Getting error Missing required package "azureml-dataset-runtime" in VSCode

I am trying to setup my virtual environment for Azure in VS Code. I have installed the required packages, e.g., azureml-core and azureml-widgets and azureml-dataset-runtime. Both azureml-core and azureml-widget work fine, however, I keep getting an…
raziiq
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8
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2 answers

How to pass parameters to a training script in Azure Machine Learning service?

I am trying to submit an experiment in Azure Machine Learning service locally on an Azure VM using a ScriptRunConfig object in my workspace ws, as in from azureml.core import ScriptRunConfig from azureml.core.runconfig import…
Davide Fiocco
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8
votes
3 answers

Install Python Packages in Azure ML?

Similar question as here but now on Python packages. Currently, the CVXPY is missing in Azure ML. I am also trying to get other solvers such as GLPK, CLP and COINMP working in Azure ML. How can I install Python packages in Azure ML? Update about…
hhh
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8
votes
1 answer

Azure Machine Learning Request Response latency

I have made an Azure Machine Learning Experiment which takes a small dataset (12x3 array) and some parameters and does some calculations using a few Python modules (a linear regression calculation and some more). This all works fine. I have deployed…
JrtPec
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8
votes
1 answer

View an rgl plot using Microsoft Azure Machine Learning

Using an "execute R script module" in Azure-ml studio, when I plot to an rgl device, I get a broken image icon under the graphics section of the R Device output. Is there some way to view (and even interact with) the resulting rgl device? If not…
Jota
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7
votes
4 answers

Deleting environments from azureml studio

How may I delete an environment from azure machine learning workspace? I can create and list them but could not figure out how I may delete them?
noviceds
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7
votes
2 answers

Custom Docker file for Azure ML Environment that contains COPY statements errors with COPY failed: /path no such file or directory

I'm trying to submit an experiment to Azure ML using a Python script. The Environment being initialised uses a custom Dockerfile. env = Environment(name="test") env.docker.base_image = None env.docker.base_dockerfile =…
Giuseppe Romagnuolo
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7
votes
3 answers

Model.get_model_path(model_name="model") throws an error: Model not found in cache or in root at

I have a Model that I registered it with a pipeline : register_step = PythonScriptStep(name = "Register Model", source_directory = training_folder, script_name = "register_model.py", …
Maysam Mok
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7
votes
2 answers

How to register model from the Azure ML Pipeline Script step

I am running the pipeline.submit() in AzureML, which has a PythonScriptStep. Inside this step, I download a model from tensorflow-hub, retrain it and save it as a .zip, and finally, I would like to register it in the Azure ML. But as inside the…
siarblack
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7
votes
1 answer

How to Find Azure ML Experiment based on Deployed Web Service

I have a list of ML experiments which I have created in Azure Machine Learning Studio. I have deployed them as web services (the new version, not classic). How can I go into Azure Machine Learning Web Services, click on a web service (which was…
Hamilton Blake
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7
votes
4 answers

How to download the trained models from Azure machine studio?

I have created two models in azure ml studio and i want to download those models. Is it possible to download train and score models from azure ml studio?
Pranshu Shrivastava MUMCORPENG
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7
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1 answer

How to install TensorFlow in jupyter notebook on Azure Machine Learning Studio

I'm trying to test Azure Machine Learning Studio. I want to use TensorFlow, but it is not installed on Jupyter notebook. How can I use some machine learning libraries like TensorFlow, Theano, Keras,... on the notebook? I tried this: !pip install…
Amir Pournasserian
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7
votes
1 answer

How can I use R to get confidence intervals in Azure ML?

I came across this question which asks if Azure ML can calculate confidence - or probabilities - for row data prediction. However, given that the answer to that question is No, and suggests to use R, I am trying to figure out how to use R to do…
Brett
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7
votes
1 answer

Panda AssertionError columns passed, passed data had 2 columns

I am working on Azure ML implementation on text analytics with NLTK, the following execution is throwing AssertionError: 1 columns passed, passed data had 2 columns\r\nProcess returned with non-zero exit code 1 Below is the code # The script MUST…
Sudheej
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