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Questions tagged [azuremlsdk]

74 questions
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Delete AzureML model using python SDK v2

I'm trying to delete an AzureML model using the python SDK v2, but I couldn't find such functionality. its a bit surprising, cause there's such functionality in the web UI. Was looking at both azure.ai.ml.entities.Model and…
asafal
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Cannot install azureml-sdk on Mac M1

I'm trying to install azureml-sdk on a Mac M1 with Python 3.9.15 and facing the following problems: When I pip install azureml-sdk, it installs an old version (azureml==1.0.23) If I run: from azureml.core import Workspace ws =…
Ariel
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Azure SDK v2 MLTable reading delta does not appear

I am trying to use the Azure Machine Learning Python SDK V2 to run a project with. Step one is ingesting a Delta table. Looking at the docs, this seems like a standard part of the SDK: you create an in-memory MLTable artefact, then can interact with…
Andrew
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How to enable Docker Build Context in azure machine learning studio?

I'm trying to create an environment from a custom Dockerfile in the UI of Azure Machine Learning Studio. It previously used to work when I used the option: Create a new Docker context. I decided to do it through code and build the image on compute,…
Curiousme
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Error when registering a csv file as an mltable on Azure ML: "A well-defined MLTable file was not found at the root of the selected folder."

I have a csv file and I need to register it as an mltable dataset on AzureML by uploading a local folder. I can't seem to set the MLTable file correctly though, and I get the following error: "A well-defined MLTable file was not found at the root of…
9879ypxkj
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Azureml - Why my environment image build status is always "already exists"

I'm using custom Dockerfile to create environment for Azure machine learning. However everytime I run my code, I always get back "already exists" on the UI for my environment. I didn't find much documentation on this status which is why I'm asking…
Curiousme
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Training deep learning models on Azure ML is extremely slow

Training a classification model on one V100 GPU (Standard_NC6s_v3) on Azure ML take couples of days which is extremely slow. Has anybody experienced that before? I suspect that the data loading might be the bottleneck. However, I tried to copy the…
Sina
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can you download azureml models registred in a workspace to a local folder?

I want to download all model pickle files which are registered in azureml workspace to a local folder. is this possible? using python only don't want to manually download each pickle file using ui
paul
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Saving data transformer for AzureML model

I have an Azure Machine Learning training pipeline that uses scikit-learn's MinMaxScaler in the pre-processing step. What is the best way to save the MinMaxScaler (or any other transformer) so that it can later be used during inference. Ideally I…
ganninu93
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Get data from Workspace in Azure ML Studio

I have a problem with connecting to workspace in Azure ML Studio. I am using library azuremlsdk, but it doesn't work. My code looks like: library(azuremlsdk) workspace_name = 'workspace_name' subscription_id = 'subscription_id' resource_group =…
tomsu
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R: How to read a parquet file from a datastore in R in Azure ML Notebook

I have used the following code in python to read a parquet file from a datastore as: from azureml.core import Dataset, Datastore, Workspace subscription_id = 'xyz' resource_group = 'abc' workspace_name = 'pqr' workspace =…
ankit
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How to Access a Custom Azure Registered ML Model in the Azure ML Studio Notebook

I have a custom-trained ML model registered in azure ml studio. The model was built using sklearn trained via azure cli from azure devops. Model: I didn't use Mlflow for the training script, instead, I used the azure ml SDK. A pickle file of the…
Imperial_J
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Creating a dataframe in Azure ML Notebook with R kernel

I have written some scripts in R which I have to run in azure ml notebook but I have not found much documentation how to create a dataset by running code in notebook with R kernel. I have written the following python code which works with python…
ankit
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Azure AutoML with historical data context forecast

I have a question about the peculiar behaviour of Azure AutoML when using forecasting with historical data context. Basically, I want to apply this usecase from the documentation (documentation) The idea is to train a model with historical data…
E.Brum
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How to submit local jobs with dsl.pipeline

Trying to run and debug a pipeline locally. Pipeline is imeplemented with azure.ml.component.dsl.pipeline. When I try to set default_compute_target='local', the compute target cannot be found: local not found in workspace, assume this is an…
Amir
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