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Detect data drift automatically #83

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ab93 opened this issue Nov 2, 2022 · 0 comments
Open

Detect data drift automatically #83

ab93 opened this issue Nov 2, 2022 · 0 comments
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area/ml Machine Learning based changes enhancement New feature or request experimental experimental featuers
Milestone
0.5

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@ab93
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ab93 commented Nov 2, 2022

Summary

Support detecting data drift in training vs real-time data, automatically using statistical methods to start with.

Use Cases

Data drift is natural, and can help determine when to trigger retraining of the model.

Message from the maintainers:

If you wish to see this enhancement implemented please add a 👍 reaction to this issue! We often sort issues this way to know what to prioritize.
@ab93 ab93 added enhancement New feature or request area/ml Machine Learning based changes experimental experimental featuers labels Nov 2, 2022
@ab93 ab93 added this to the 0.5 milestone Nov 2, 2022
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area/ml Machine Learning based changes enhancement New feature or request experimental experimental featuers
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@ab93