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I test the following code:
[TFP Probabilistic Layers: Regression
](https://colab.research.google.com/github/tensorflow/probability/blob/master/tensorflow_probability/examples/jupyter_notebooks/Pro…
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> [!NOTE]
> If you have a request to support a specific method, or would like to see priority of one of the listed methods, please open a separate issue, so it won't get buried in this thread. Base…
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Prediction of quantiles for a few thousand new records (3000 rows, 3 quantiles, 41 predictors) using a `RandomForestQuantileRegressor` (e.g. `n_estimators=50, min_samples_split=10, min_samples_leaf=10…
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## Description
Refitting quantile regression model does not work when the target scale is different from 1.
In particular, if the target is sufficiently larger than the gradient of the pinball loss …
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I can't seem to be able to predict quantiles when using ```rand_forest``` with the ```ranger``` engine. While the ``quantreg = TRUE``` argument is passed to ranger:
```
library(parsnip)
library(dpl…
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Hey there, great job on the tool you built! I've been building something like this on excel but this is way better.
Is it possible to use the Power Law Support Line as a model? I believe the regre…
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I'm going through the [Quantile Regression Forest](http://www.jmlr.org/papers/volume7/meinshausen06a/meinshausen06a.pdf) paper, and as far as I can tell, it offers no way to calculate a quantile predi…
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Hi,
Think I may have spotted a bug in the quantile random forest regression method. The predict function in the code passes in quantiles = 0.5 as an argument. I believe it is meant to be what = …
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Hi there,
i'm experiencing unexpected behavior of lightgbm model trainings on a rather small dataset with about 4100 rows.
I'm using earlyStopping with an validation set with 310 rows. It was gene…
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## Description
I am working on a project where we want to make a conservative prediction, aka increase likelihood that the model produces a negative error.
At the moment we are using LightGBM'…