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liupeirong
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MLOpsManufacturing
Demonstrate samples and good engineering practice for operationalizing machine learning solutions.
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Tool to tag and search Azure ML Datasets
#46
liupeirong
closed
3 years ago
1
Best practice for data management in ML projects
#45
liupeirong
opened
3 years ago
0
Provide guidance on managing AML environments
#44
liupeirong
closed
3 years ago
1
Create a sample to demonstrate how to include human approval in ML workflow
#43
liupeirong
opened
3 years ago
1
Create a sample to trigger Azure ML pipelines from Azure Functions
#42
liupeirong
closed
3 years ago
1
Cleaner variable management
#41
liupeirong
closed
3 years ago
1
Azure ML SDK mocking and unit testing
#40
liupeirong
closed
3 years ago
1
RBAC for source code in AML portal
#39
liupeirong
closed
3 years ago
1
Wrap custom business logic in AML pipeline
#38
liupeirong
closed
3 years ago
2
Added READMEs to sub folders
#37
liupeirong
closed
3 years ago
0
doc on local development
#36
liupeirong
closed
3 years ago
0
created AML security doc
#35
liupeirong
closed
3 years ago
0
fix default value for AML pipeline parameter
#34
liupeirong
closed
3 years ago
0
parameterize training pipeline
#33
liupeirong
closed
3 years ago
0
Add READMEs
#32
liupeirong
closed
3 years ago
0
Refactor samples into a mono repo
#31
liupeirong
closed
3 years ago
0
Refactor folder structure
#30
h2floh
closed
3 years ago
0
Console Logger approach
#29
h2floh
closed
3 years ago
0
CI Agent/Tooling: How to enable unit testing for different Machine Learning frameworks
#28
h2floh
opened
3 years ago
0
Clean up variables in variables-template.yml, variable groups, env.example, env_variables.py
#27
liupeirong
closed
3 years ago
0
Clean up variables in env.example, variables-template.yml, variable groups, env_variables.py
#26
liupeirong
closed
3 years ago
0
Refactor CI: Change name's and allow updating the conda environment on runtime
#25
h2floh
closed
3 years ago
1
Integrate Azure-MLOps Hub CLI
#24
h2floh
closed
3 years ago
1
Observability Helper Library
#23
h2floh
closed
3 years ago
4
Unittest and mocking approach
#22
h2floh
closed
3 years ago
1
Unittest Framework and Mocking approach comparison
#21
h2floh
closed
3 years ago
8
Adding AML pipeline for running non-python tools
#20
h2floh
closed
3 years ago
0
Add external key-value store feature to util.env_variables.py
#19
h2floh
opened
3 years ago
3
use AML native link from model to run to dataset
#18
liupeirong
closed
3 years ago
0
AML Observability Library
#17
liupeirong
closed
3 years ago
8
Demonstrate that the existing pipeline for Tensorflow Object Detection can be adapted to training a Yolo model
#16
liupeirong
opened
4 years ago
0
Train with multiple sets of hyper-parameters in parallel
#15
liupeirong
closed
3 years ago
1
Renaming Project from MLOpsTensorflow to MLOpsManufacturing
#14
h2floh
closed
4 years ago
1
Running kaldi in Azure Machine Learning Pipeline step
#13
h2floh
closed
3 years ago
1
Running non-python tools on data in Azure Machine Learning Pipeline steps
#12
h2floh
closed
3 years ago
2
Devcontainer does not build nor run correctly when repo is cloned on Windows filesystem
#11
h2floh
opened
4 years ago
0
Add Continuous Integration Pipeline for devcontainer
#10
h2floh
opened
4 years ago
0
Initial devcontainer for Windows Docker on WSL2
#9
h2floh
closed
3 years ago
0
Adding devcontainer
#8
h2floh
closed
3 years ago
0
Add contribution guide
#7
h2floh
closed
3 years ago
0
Build status badge
#6
liupeirong
closed
4 years ago
0
Rename master branch to main
#5
liupeirong
closed
4 years ago
0
Fix linting and pipeline triggers
#4
liupeirong
closed
4 years ago
0
Enable PR trigger
#3
liupeirong
closed
4 years ago
0
Initial pipelines that support Tensorflow image classification
#2
liupeirong
closed
4 years ago
0
Enhance MLOpsPython to support image dataset and Tensorflow/Keras models
#1
liupeirong
closed
3 years ago
0
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