Details
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Type:
Story
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Status: To Do
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Resolution: Unresolved
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Fix Version/s: None
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Component/s: Design Documents
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Epic Link:
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Team:Alert Production
Description
The DPDD specifies that DIAObjects will have periodic and non-periodic timeseries features computed on them. These are baselined to be those in Richards et al. 2011, but the DPDD is clear that the choice of features should be re-examined closer to operations to incorporate new developments in the field.
This ticket is to update the DPDD with new features developed in consultation with the science collaborations.
Attachments
Issue Links
- is blocked by
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DM-19593 Review candidate timeseries features
- In Progress
- is parent task of
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DM-9753 Add predefined transient filters to design documents
- To Do
- relates to
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DM-18318 Create initial subset of timeseries features for DIAObject
- Done
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DM-12581 is float[6x32] adequate for Object variability parameters with special programs?
- Won't Fix
- mentioned in
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This page https://www.kaggle.com/michaelapers/the-plasticc-astronomy-classification-demo provides a useful list of existing relevant classification work as well as feature construction libraries. It strikes me that the output of PLAsTiCC should be useful in guiding this study.