HewlettPackard/cmf

Issues

• Issues with installing on Apple Mac M3

  #185 opened 6 months ago by subenksaha
  2

• Support for newer versions of ML Metadata (MLMD)

  #125 opened a year ago by sergey-serebryakov
  0

• Execution id should be a guid and unique across different sites

  #70 opened 2 years ago by annmary-roy
  1

• Supportability - Support for python > 3.9 .

  #60 opened 2 years ago by annmary-roy
  1

• Enhancement - It will be good if we can add some validations, for example we are logging inputs and outputs , but if user missed to specify input/output this may lead to broken lineages .

  #61 opened 2 years ago by annmary-roy
  1

• Enhancement - It would be good if were are able to see the changes in the content before publishing/pushing, so that if user has some control on whether to commit the changes or not

  #62 opened 2 years ago by annmary-roy
  2

• Simplify logging the artifacts

  #65 opened 2 years ago by annmary-roy
  2

• Verification - provide steps or tools to verify that cmf is installed properly

  #64 opened 2 years ago by annmary-roy
  1

• Documentation - Improve documentation on metadata query

  #63 opened 2 years ago by annmary-roy
  0

• Documentation - document the data flow for metadata storage

  #59 opened 2 years ago by annmary-roy
  0

• Error messages - Review all the error messages and its handling

  #51 opened 2 years ago by annmary-roy
  0

• Standardize log messages - Need to replace all print statements with calls to python logging library.

  #50 opened 2 years ago by annmary-roy
  0

• Documentation - Document about what's happening under the hood (Git + DVC, and how CMF uses it).

  #49 opened 2 years ago by annmary-roy
  0

• CMF logger running in its separate thread/process. This will enable logging in parallel with execution of the main process

  #47 opened 2 years ago by annmary-roy
  0

• Upgrade mlmetadata version from 1.3.0 to 1.10.0 also Support for python versions - 3.7,3.8, 3.9

  #17 opened 2 years ago by annmary-roy
  2

• Documentation using Mkdocs

  #10 opened 2 years ago by annmary-roy
  2

• Add unit test and Automated workflow for running unit test

  #25 opened 2 years ago by annmary-roy
  0

• cmf prechecks - dvc remote , git etc

  #14 opened 2 years ago by annmary-roy
  1

• cmf- Not to commit on the master branch

  #16 opened 2 years ago by annmary-roy
  1

• cmf- visualization with comparision charts for each hyper parameter

  #15 opened 2 years ago by annmary-roy
  0

• cmf logger should capture the GPU & CPU metrics

  #13 opened 2 years ago by annmary-roy
  0

• Create an external slack channel

  #11 opened 2 years ago by annmary-roy
  0

• Fix documentation

  #9 opened 2 years ago by annmary-roy
  0

• Fix pylint errors

  #8 opened 2 years ago by annmary-roy
  0