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The global definition for `protocol_link` doesn't assert `multivalued: true` but `Study.slot_usage.protocol_link` does.
I can't figure out [who added that slot_usage](https://github.com/microbiomed…
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Multiple forecasters produce, on occasion, quantile forecasts that are not monotonic:
* `VAR` https://github.com/sktime/sktime/issues/4420
* `Prophet`
* `VECM`
This is sporadic and happens in …
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## Summary
Enhancing the Flexibility of Linear Models in Leaf Nodes of Boosted Linear Trees
## Motivation
Linear trees represent a practical technique that not only enhances model performance a…
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Unlike the `MonotoneComponent` class, the `RectifiedMultivariateExpansion` class requires some of the expansion parameters to be positive in order for the resulting map to be monotone. We currently d…
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Was chatting with @krfricke about this in recent weeks, the monotonic constraints parameter doesn't seem to be working on `xgboost_ray`.
Steps to reproduce: Provided a notebook here which compares …
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can you give some advice, thanks a lot
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It's undocumented whether monotonicity constraints are supported for the multiclass objective but based on some small tests it looks like they only support writing constraints for the first class.
…
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**Describe the bug**
Since quantile function if non-decreasing, predicted quantiles should be monotone, i.e. prediction of smaller quantile should not be larger than that for higher quantile. For `…
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Currently we have
```
import Data.Set
member 0 $ fromAscList [2,0] -- value is False
```
since https://hackage.haskell.org/package/containers-0.6.0.1/docs/Data-Set.html#v:fromAscList does not …