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Hi all,
I did a preliminary DGE between foot and gill tissue just to see what I could get, my code is [here](https://github.com/graceleuchtenberger/Byssus-expression-analysis/blob/deeb37f8181a5d4db…
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PR #22722 introduced a decorator to validate the parameters of functions. We now need to use it for all functions where it is applicable.
Please open one PR per function. The title of the PR must m…
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`Ledoit and Wolf 2004`, have a nice parameter-free covariance shrinkage estimator.
Applied to the ensemble covariance, this could be an additional way to perform localization/sampling error correc…
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I'm migrating a predictive system from SGD to GB and I would like to keep the incremental approach. Each period a new tree will be added to the ensemble. So far so good, but:
1. Is it possible to r…
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Hello, thanks again for the great library!
I'm interested in applying HSTree to RandomForest and ExtraTrees models.
According to the documentation, I can specify a random forest object in the `e…
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I would like to mention that in def linear_shrinkage_estimator, you don't apply the paper of Ledoit, O. and Wolf, M.
"A well-conditioned estimator for large-dimensional covariance matri…
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I meet an error when using the cellassign R package,
```
fit
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Hi,
I have used the BinomCI() function of the DescTools package as follow to estimate the 95% CI limits with the method of Agresti & Coull (1998) for a given proportion/probability of 20 occurrence…
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[This line](https://github.com/csinva/imodels/blob/c5638f2d621c652c16f61d5944b88b3c83bf4d35/imodels/tree/hierarchical_shrinkage.py#L61) uses a positional instead of keyword argument to implement sampl…
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Dear sklearn experts,
I was comparing different shrinkage algorithms and when looking at sklearn implementation of the OAS estimator I found something strange in the definition of the shrinkage fac…