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We know that LightGBM currently supports quantile regression, which is great, However, quantile regression can be an inefficient way to gauge prediction uncertainty because a new model needs to be bu…
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Generative modeling -- triplet works
https://github.com/mmcdermott/EventStreamGPT/blob/main/EventStream/transformer/generation/generation_utils.py#L73
Simplify this code^
With triplet code - you …
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At quick glance it seems that the current `setup.py` file is fully exhaustive on *all* dependencies as an absolute requirement including very specific ranges for versions. If at all possible, it woul…
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**Is your feature request related to a problem? Please describe.**
For modeling skewed and/or heavy-tailed distributions i'd like to have support for Lambert W x F distributions. On top of modeling…
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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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## List of examples to be produced and included in Docs
Please add any subject that requires an example (figure, table, other) to be explained properly in the docs.
Aims:
1. Have examples read…
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In the [Collins paper](https://papers.nips.cc/paper/2001/file/f410588e48dc83f2822a880a68f78923-Paper.pdf) they write
Would it be possible to add the ability for each column in Y to be distributed…
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**Is your feature request related to a problem? Please describe.**
The solution takes non-negligible time to extract explanations.
**Describe the solution you'd like**
- [x] There is a fast ve…
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Hello, after reading your library, I would say it is a great job for uncertainty calibration, but I was wondering if the model is limited that in bayes regression model, input and output must have the…
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Hi pySCENIC developers,
I tried with pySCENIC roughly, and the results were pretty good and interesting, which confirmed by our Seurat foundings.
But I am not very sure how to interpret the result…