8000 Replace Microsoft NNI with another hyperparameter optimization toolkit · Issue #589 · WenjieDu/PyPOTS · GitHub
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Replace Microsoft NNI with another hyperparameter optimization toolkit #589

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WenjieDu opened this issue Mar 3, 2025 · 0 comments
Open

Replace Microsoft NNI with another hyperparameter optimization toolkit #589

WenjieDu opened this issue Mar 3, 2025 · 0 comments
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enhancement New feature or request help wanted Extra attention is needed new feature Proposing to add a new feature

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@WenjieDu
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WenjieDu commented Mar 3, 2025

1. Feature description

Use another automl toolkit to implement HPO functionality in PyPOTS.

2. Motivation

Microsoft has archived their NNI, the automl toolkit PyPOTS is using for HPO. This means NNI is no longer under maintenance. We should replace it with another HPO toolbox, e.g. Optuna

3. Your contribution

Will investigate Optuna. In case anyone is interested in this, feel free to leave comments below please, let's have a discussion ;-)
@WenjieDu WenjieDu added enhancement New feature or request new feature Proposing to add a new feature help wanted Extra attention is needed labels Mar 3, 2025
@WenjieDu WenjieDu mentioned this issue Mar 3, 2025
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