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Initial NLP Support
No due date Last updated over 1 year agoThe minimum goals of the milestone are to: review existing literat…
The minimum goals of the milestone are to:
- review existing literature / tools which perform drift detection or similar monitoring on language data / models
- select 1+ datasets for benchmarking
- add 1+ NLP-compatible algorithms to
menelaus
suite
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Synthetic Drift Injection Capabilities
No due date Last updated over 1 year agoAdd, improve, or incorporate from external sources any synthetic drift injection techniques that would be valuable for use cases of this library.
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Update documentation
No due date Last updated almost 2 years ago -
Streamlining and Performance Enhancements
No due date Last updated almost 2 years agoModifications to existing algorithms to streamline the code and/or provide computational performance improvements
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Categorical Data Compatibility
No due date Last updated over 2 years agoIncludes any issues where detectors/partitioners need to be created, refactored, or fixed to allow for use with categorical data of some kind.