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## Enhancement idea
- [x] Add Feature: Polynomial Algorithm.
- [x] Connect to Alerts Modules and add custom alerts, see here: https://github.com/chartingshow/documentation/issues/70
- [x] Connect…
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quantile residual seems to be a "newer" alias for normal scores, i.e. use ppf to transform to normal distribution
related: uniform scores for count distributions, see #1537 #2027 and maybe others (…
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#### Summary:
We would like to have asymmetric Laplace distribution to be implemented in stan.
#### Description:
As discussed in the [mailing list](https://groups.google.com/forum/#!msg/stan-user…
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can you add loss for confidence intervals for example quantile regression
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GradientBoostingRegressor wrapper should be added to the list of wrappers i RootInteractive:
https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingRegressor.html
http…
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[`impute_capital_gains`](https://github.com/PolicyEngine/policyengine-uk/blob/f89baee294f74990c26f024cdb32125610169b38/policyengine_uk/data/datasets/frs/imputations/capital_gains.py#L41) currently int…
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Problem: CatBoost is a great library, but it currently lacks reliable modern uncertainty quantification that is rather easy to implement using conformal prediction. https://github.com/valeman/awesome-…
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I train a quantreg model by using my dataset, there is an exception raised at **line 177** of quantile_regression.py in package statsmodel.regression.
Exception:
![image](https://user-images.gith…
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Having just added quantile regression to the GLS category, I'm realizing that the category name doesn't really work that well. Quantile regression is not a least-squares method but there's not really …
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Hi,
when running the benchmark (e.g. with `benchopt run benchmark_quantile_regression -s highs-ds`) I run into the following problem. Apparently, the solver does not converge and returns None inst…