azureml-widgets

azureml widgets

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Project description

AzureML Widgets are fully supported, with interactivity, async auto-updates, and non-blocking cell execution. These widgets will be a way to monitor jobs as they run, monitor logs, and stream useful charts.

Within a Jupyter notebook, widgets should be used to display the main highlights of the current run, for more run information the user will switch to the full Run Details page.

Setup

Follow these instructions to install the Azure ML SDK on your local machine, create an Azure ML workspace, and set up your notebook environment, which is required for the next step.

Once you have set up your environment, install the Azure ML Widget SDK:

pip install azureml-widgets

azureml-widget supported runs

The following types of runs are supported:

* StepRun : Shows run properties, output logs, metrics.

* HyperDriveRun : Shows parent run properties, logs, child runs, primary metric chart, and parallel coordinate chart of hyperparameters.

* AutoMLRun : Shows child runs and primary metric chart with option to select individual metrics.

* PipelineRun : Shows running and non-running nodes of a pipeline along with graphical representation of nodes and edges.

* ReinforcementLearningRun : Shows status of runs in real time. Azure Machine Learning Reinforcement Learning is currently a preview feature. For more information, see Reinforcement learning with Azure Marchine Learning.

Resources

Monitor and view ML run logs and metrics

AzureML Widgets SDK Docs

Project details

These details have not been verified by PyPI

Project links

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Release history Release notifications | RSS feed

1.58.0

Oct 16, 2024

1.57.0

Aug 5, 2024

1.56.0

Apr 29, 2024

1.55.0

Feb 6, 2024

1.54.0

Nov 9, 2023

1.53.0

Aug 23, 2023

1.52.0

Jun 26, 2023

1.51.0

May 24, 2023

1.50.0

Apr 12, 2023

1.49.0

Feb 14, 2023

1.48.0

Dec 5, 2022

1.47.0

Oct 25, 2022

1.46.0

Sep 30, 2022

1.45.0.post1

Sep 24, 2022

1.45.0

Sep 6, 2022

1.44.0

Aug 3, 2022

1.43.0

Jun 27, 2022

1.42.0

May 25, 2022

1.41.0

Apr 25, 2022

1.40.0

Mar 29, 2022

1.39.0

Feb 28, 2022

1.38.0

Jan 24, 2022

1.37.0

Dec 13, 2021

1.36.0

Nov 8, 2021

1.35.0

Oct 11, 2021

1.34.0

Sep 7, 2021

1.33.0

Aug 2, 2021

1.32.0

Jul 6, 2021

1.31.0

Jun 21, 2021

1.30.0

Jun 7, 2021

1.29.0.post1

Jun 2, 2021

1.29.0

May 24, 2021

1.28.0

May 10, 2021

1.27.0

Apr 19, 2021

1.26.0

Apr 5, 2021

1.25.0

Mar 24, 2021

1.24.0

Mar 9, 2021

1.23.0

Feb 22, 2021

1.22.0

Feb 10, 2021

1.21.0

Jan 25, 2021

1.20.0

Jan 11, 2021

This version

1.19.0

Dec 7, 2020

1.18.0.post1

Dec 2, 2020

1.18.0

Nov 10, 2020

1.17.0

Oct 27, 2020

1.16.0

Oct 13, 2020

1.15.0

Sep 29, 2020

1.14.0

Sep 21, 2020

1.13.0

Aug 31, 2020

1.12.0

Aug 17, 2020

1.11.0

Aug 3, 2020

1.10.0

Jul 20, 2020

1.9.0

Jul 6, 2020

1.8.0

Jun 22, 2020

1.7.0

Jun 8, 2020

1.6.0

May 26, 2020

1.5.0

May 11, 2020

1.4.0

Apr 27, 2020

1.3.0

Apr 13, 2020

1.2.0

Mar 23, 2020

1.1.5

Mar 11, 2020

1.1.2rc0 pre-release

Mar 2, 2020

1.1.1rc0 pre-release

Feb 18, 2020

1.1.0rc0 pre-release

Feb 5, 2020

1.0.85.1

Feb 7, 2020

1.0.85

Jan 21, 2020

1.0.83

Jan 6, 2020

1.0.81

Dec 23, 2019

1.0.79

Dec 9, 2019

1.0.76

Nov 25, 2019

1.0.74

Nov 11, 2019

1.0.72

Oct 31, 2019

1.0.69.1

Oct 15, 2019

1.0.69

Oct 14, 2019

1.0.65

Sep 30, 2019

1.0.62

Sep 16, 2019

1.0.60

Sep 3, 2019

1.0.57

Aug 19, 2019

1.0.55

Aug 5, 2019

1.0.53

Jul 24, 2019

1.0.48

Jul 9, 2019

1.0.45.1

Jun 27, 2019

1.0.45

Jun 25, 2019

1.0.43.1

Jun 14, 2019

1.0.43

Jun 10, 2019

1.0.41

May 28, 2019

1.0.39

May 14, 2019

1.0.33

Apr 26, 2019

1.0.30

Apr 22, 2019

1.0.23

Apr 8, 2019

1.0.21

Mar 25, 2019

1.0.18

Mar 11, 2019

1.0.17

Feb 25, 2019

1.0.15

Feb 11, 2019

1.0.10

Jan 28, 2019

1.0.8

Jan 14, 2019

1.0.6

Dec 20, 2018

1.0.2

Dec 3, 2018

1.0rc85 pre-release

Jan 21, 2020

1.0rc83 pre-release

Jan 7, 2020

0.1.80

Nov 20, 2018

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