liupeirong/MLOpsManufacturing

Issues

• Integrate Azure-MLOps Hub CLI

  #24 opened 4 years ago by h2floh
  1

• Train with multiple sets of hyper-parameters in parallel

  #15 opened 4 years ago by liupeirong
  1

• broken links in edge-object-detection sample

  #87 opened 4 years ago by liupeirong
  1

• Change business logic to be server instead of forver loop

  #83 opened 4 years ago by liliankasem
  0

• Implement functionality to validate old edge modules have stopped running

  #80 opened 4 years ago by liliankasem
  0

• Use edgeHubDev instead of deploying aVM for edge device simulation

  #81 opened 4 years ago by liliankasem
  0

• Update business logic unit tests to use only one test framework

  #82 opened 4 years ago by liliankasem
  0

• AzureML SDK mock fixture not working for version 1.24

  #78 opened 4 years ago by h2floh
  0

• Add IaC validation and MLOps deployment to repo

  #76 opened 4 years ago by simplywilson
  0

• Add ADF pipeline + pattern and Dataverse package to repo

  #77 opened 4 years ago by simplywilson
  0

• Add Model comparison to repo

  #75 opened 4 years ago by simplywilson
  0

• Apply AML pipeline endpoint update (vs recreation) to more samples

  #74 opened 4 years ago by h2floh
  0

• Wrap custom business logic in AML pipeline

  #38 opened 4 years ago by liupeirong
  2

• Update READMEs

  #70 opened 4 years ago by h2floh
  0

• Tool to tag and search Azure ML Datasets

  #46 opened 4 years ago by liupeirong
  1

• Azure DevOps execution strategy per compute environment (dev, test, staing, prod)

  #47 opened 4 years ago by liupeirong
  2

• Provide guidance on managing AML environments

  #44 opened 4 years ago by liupeirong
  1

• RBAC for source code in AML portal

  #39 opened 4 years ago by liupeirong
  1

• AML Observability Library

  #17 opened 4 years ago by liupeirong
  8

• Azure ML SDK mocking and unit testing

  #40 opened 4 years ago by liupeirong
  1

• Console Logger approach

  #29 opened 4 years ago by h2floh
  0

• Running kaldi in Azure Machine Learning Pipeline step

  #13 opened 4 years ago by h2floh
  1

• Azure ML Pipeline Steps - appendable template

  #48 opened 4 years ago by liupeirong
  1

• Cleaner variable management

  #41 opened 4 years ago by liupeirong
  1

• Create a sample to trigger Azure ML pipelines from Azure Functions

  #42 opened 4 years ago by liupeirong
  1

• Create a sample to demonstrate how to include human approval in ML workflow

  #43 opened 4 years ago by liupeirong
  1

• Best practice for data management in ML projects

  #45 opened 4 years ago by liupeirong
  0

• Demonstrate that the existing pipeline for Tensorflow Object Detection can be adapted to training a Yolo model

  #16 opened 4 years ago by liupeirong
  0

• CI Agent/Tooling: How to enable unit testing for different Machine Learning frameworks

  #28 opened 4 years ago by h2floh
  0

• Add contribution guide

  #7 opened 4 years ago by h2floh
  0

• Enhance MLOpsPython to support image dataset and Tensorflow/Keras models

  #1 opened 4 years ago by liupeirong
  0

• Clean up variables in env.example, variables-template.yml, variable groups, env_variables.py

  #26 opened 4 years ago by liupeirong
  0

• Refactor folder structure

  #30 opened 4 years ago by h2floh
  0

• Unittest and mocking approach

  #22 opened 4 years ago by h2floh
  1

• Running non-python tools on data in Azure Machine Learning Pipeline steps

  #12 opened 4 years ago by h2floh
  2

• Add external key-value store feature to util.env_variables.py

  #19 opened 4 years ago by h2floh
  3

• Adding devcontainer

  #8 opened 4 years ago by h2floh
  0

• Renaming Project from MLOpsTensorflow to MLOpsManufacturing

  #14 opened 4 years ago by h2floh
  1

• Devcontainer does not build nor run correctly when repo is cloned on Windows filesystem

  #11 opened 4 years ago by h2floh
  0

• Add Continuous Integration Pipeline for devcontainer

  #10 opened 4 years ago by h2floh
  0