microsoft/dstoolkit-mlops-v2

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This repository contains the basic repository structure for machine learning projects based on Azure technologies (Azure ML and Azure DevOps).

Stars: 33
Forks: 17
Open beginner issues: 0
Indexed issues: 28

Dominant language: Python
License: No license data
Last GitHub push: Jan 2, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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28 open issues indexed

This repo is missing important files Open

Difficulty 2/5 1-3 hours Newbie friendliness 20/100

microsoft/dstoolkit-mlops-v2#204 · Opened Jul 10, 2026
This repo is missing a LICENSE file Open

Difficulty 1/5 Under an hour Newbie friendliness 85/100

microsoft/dstoolkit-mlops-v2#203 · Opened Jul 10, 2026
CD Workflows Failing due to file path error Open

microsoft/dstoolkit-mlops-v2#192 · 1 assignee · Opened Oct 28, 2024
Add Benchmarking Docs Open

microsoft/dstoolkit-mlops-v2#190 · 1 assignee · Opened Oct 21, 2024
CI / CD Workflow Refactor Open

microsoft/dstoolkit-mlops-v2#187 · 1 assignee · Opened Oct 8, 2024
generate_run_name takes in unused parameter Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

microsoft/dstoolkit-mlops-v2#186 · Opened Oct 7, 2024
Move settings to config.yaml Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

microsoft/dstoolkit-mlops-v2#185 · Opened Oct 7, 2024
Synch - Add Asset Management Workflow for deleting registered Model artifacts using python sdk API's - for Azdo pipleines Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

microsoft/dstoolkit-mlops-v2#174 · Opened Sep 26, 2024
Ability for CI/CD Pipelines to cancel AML Pipelines (Github) Open

Difficulty 4/5 3-5 days Newbie friendliness 40/100

microsoft/dstoolkit-mlops-v2#172 · Opened Sep 25, 2024
Implement caching Python packages in CI/CD Pipelines (Github) Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

microsoft/dstoolkit-mlops-v2#171 · Opened Sep 25, 2024
PR MLOps pipelines are failing if coming from a fork Open

microsoft/dstoolkit-mlops-v2#167 · 1 comment · 1 assignee · Opened Sep 24, 2024
IS_BATCH_DEPLOYMENT is not used Open

Difficulty 2/5 1-3 hours Newbie friendliness 52/100

microsoft/dstoolkit-mlops-v2#157 · Opened Sep 11, 2024
Add traceability for custom Model back to Job Open

microsoft/dstoolkit-mlops-v2#153 · 1 assignee · Opened Sep 5, 2024
Add capability to view metrics in graph/chart form at the parent job level. Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

microsoft/dstoolkit-mlops-v2#152 · Opened Sep 5, 2024
Create a sample custom model with tutorial Open

microsoft/dstoolkit-mlops-v2#151 · 1 assignee · Opened Sep 4, 2024
Move hard-coded YAML components in mlops_pipeline to config.yaml Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

microsoft/dstoolkit-mlops-v2#147 · Opened Aug 30, 2024
IS_ONLINE_DEPLOYMENT and IS_BATCH_DEPLOYMENT not working Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

microsoft/dstoolkit-mlops-v2#123 · 1 comment · Opened Apr 5, 2024
Terraform workflow fails with Message: The location property is required for this definition. Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

microsoft/dstoolkit-mlops-v2#122 · Opened Apr 1, 2024
Add support for DEV, TEST and PROD environments Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

microsoft/dstoolkit-mlops-v2#115 · Opened Mar 20, 2024
Configuration Usability issues with many model implementations Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

microsoft/dstoolkit-mlops-v2#110 · Opened Mar 16, 2024
check for config.yaml or config.json? also one set of config files is yaml and other json. We should avoid this. data_config is json while config is yaml Open

bug

microsoft/dstoolkit-mlops-v2#107 · 1 comment · 1 assignee · Opened Mar 12, 2024
MLOps v2 does not support customizing tranining and inference base images Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

microsoft/dstoolkit-mlops-v2#94 · 1 comment · Opened Mar 7, 2024
Implement unittests for scripts in mlops/common folder Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

microsoft/dstoolkit-mlops-v2#91 · Opened Mar 4, 2024
Merge requirements folder from GitHub and azure devops into a single folder on the root level to have packages in sync Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

microsoft/dstoolkit-mlops-v2#90 · Opened Mar 4, 2024
Move mlops_pipeline scripts one level up and remove src folder as not needed Open

Difficulty 2/5 1-3 hours Newbie friendliness 25/100

microsoft/dstoolkit-mlops-v2#89 · Opened Mar 4, 2024
Rename model folder into model_scoring folder Open

Difficulty 2/5 1-3 hours Newbie friendliness 30/100

microsoft/dstoolkit-mlops-v2#88 · Opened Mar 4, 2024
Consider adding reference implementations for one of each of a supervised and unsupervised ML models Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

microsoft/dstoolkit-mlops-v2#59 · 1 comment · Opened Feb 5, 2024
GitHub Implementation: Setup GitHub Builds as rules for the repo instead of Az DevOps Open

enhancement

microsoft/dstoolkit-mlops-v2#50 · 1 comment · 1 assignee · Opened Feb 5, 2024

microsoft/dstoolkit-mlops-v2

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