All Questions
Tagged with azureml-python-sdk machine-learning
11
questions
0
votes
1
answer
67
views
Load Registered Component in Azure ML for Pipeline using Python sdk v2
I'm working in Azure Machine Learning Studio to create components that I will run together in a pipeline. In this basic example, I have a single python script and a single yml file that make up my ...
0
votes
2
answers
349
views
Unable to read current version of delta table in azure ml studio using Data asset
I am trying to create data assest with ADLS gen 2, and read a delta table on adls gen folder something like this:
/
└── my-data
├── _delta_log
├── part-0000-xxx.parquet
└── part-0001-xxx....
- 1
0
votes
1
answer
213
views
can you load ml models from azureml registry to an Azure function app
Is it possible to load registered ml models from azureml model registry to an azure function app and carry out inference or do these models need to be downloaded inside the function app first? any ...
user12704077
0
votes
1
answer
431
views
how to load a registered model in azureml to a azure function app?
I am migrating to Azure function app for model inference from using Azure container instance deployment. The code below shows how I was loading the model in score.py
import json
import pandas as pd
...
user14736700
3
votes
0
answers
429
views
Authentication unavailable when i load data_asset with MLTABLE in Azure ML SDK Python2
credential = DeviceCodeCredential()
ml_client = MLClient(credential,
auth_subscription_id,
auth_resource_group,
...
- 111
1
vote
1
answer
536
views
AttributeError in Azure ML: 'Logger' object has no attribute 'activity_info' during Dataset Registration
I am trying to register a dataset in Azure Machine Learning using the Python SDK. Here is the code that I have used:
from azureml.core import Dataset
testdata = Dataset.Tabular.from_delimited_files(...
- 11
0
votes
1
answer
955
views
How list all available Dataset Versions in an Azure ML Dataset and also get the One before the Latest Version of the Dataset
Is there a way to list all the available versions of an Azure ML Dataset? Not via the UI, but by using the SDK. Also, How can we get the one before the latest version of that Azure ML Dataset?
The ...
- 366
0
votes
1
answer
218
views
pass extra file argument to azureml inference config class
Currently crating inf_conf from entry script (score.py) and environment however, I have a json file that i also want to include in this.
Is there a way i can do this?
I have seen source_directory ...
- 49
0
votes
1
answer
530
views
cannot load the model in Azure ML
when I try to load a model in Azure ML with below code I get an error.
anyone know how to fix the issue with Azure?
from tensorflow import keras
keras.models.load_model('model.h5')
AttributeError ...
- 1
-1
votes
1
answer
148
views
Preprocesing data to prediction in Azure Maching Learning Endpoint and cost diffrence in batch/online endpoint
I created ML model, which i want to deploy on Azure. In steps, I first preprocess data, like OHE for categories and standarize numeric data using StandardScaler(), then I train model.
After that, I ...
- 1
0
votes
1
answer
428
views
How to dump and utilize multiple ML algorithm objects in one single pickle file in Azure ML workspace?
I am trying to create a ML model in Azure ML Workspace using Jupyter notebook. I am not using AutoML feature or Designer provided by Azure, and want to run the complete code prepared locally.
There ...
