ANNMARY JUSTINE

hewlett packard enterprise

Results 20 issues of


                                            ANNMARY JUSTINE

Al objectdetection

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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 .

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This would need enhancements to do auto logging. Can be taken care by integration with looking into code with tools like mlinspect or similar Can we have an optional debug...

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

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Simplify logging the artifacts

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Feedback - Can one common meta writer for all artifacts like model, metric, input, and output? The artifact type should be a user argument.

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

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Documentation - Improve documentation on metadata query

Documentation - document the data flow for metadata storage

Error messages - Review all the error messages and its handling

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

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

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