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This repository was archived by the owner on Apr 8, 2024. It is now read-only.

Milestones

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  • AzureML sdk 2.0

    AzureML is releasing a new version of the sdk that will promote lots of best practices. This milestone will consists in having our pipelines supported by AzureML sdk 2.0 rather than Component SDK.

    Overdue by 3 year(s)
    •
    Due by March 31, 2022
    •0/2 issues closed
    0% complete2 open0 closed

  • Expansion

    In this phase, we will expand the number of benchmark scripts and pipelines to cover the following: - implementation of multi-node lightgbm training and inferencing - implementation of xgboost, catboost, and others - implementation of more public datasets, data processors Milestone: an end-to-end benchmark pipeline running on 3+ public datasets, comparing 3+ tree-based frameworks.

    Overdue by 3 year(s)
    •
    Due by February 28, 2022
    •12/20 issues closed
    60% complete8 open12 closed

  • Self-Service

    This phase consists in cleaning up the code base and documenting all the key scenarios so that users and contributors of the repository can self-serve run the pipelines either locally or in AzureML.

    Overdue by 4 year(s)
    •
    Due by February 25, 2022
    •10/17 issues closed
    58% complete7 open10 closed