From ac82b7fb347a83525b27fcf69500187a7df2d789 Mon Sep 17 00:00:00 2001 From: Bart Pleiter Date: Wed, 19 Aug 2026 14:49:33 +0200 Subject: [PATCH] docs: auto-update documentation for release v4.3.1 Signed-off-by: openstef-doc-pipeline --- docs/source/user_guide/concepts/models.rst | 1 + docs/source/user_guide/guides/probabilistic_forecasting.rst | 5 ++++- 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/docs/source/user_guide/concepts/models.rst b/docs/source/user_guide/concepts/models.rst index 66d14236c..48ed60170 100644 --- a/docs/source/user_guide/concepts/models.rst +++ b/docs/source/user_guide/concepts/models.rst @@ -205,3 +205,4 @@ Most users start with Presets and only drop down to lower levels when they need custom behavior. The component boundaries are designed so you can replace one piece (e.g., swap a Forecaster or add a Transform) without rewriting the rest of the pipeline. +``` \ No newline at end of file diff --git a/docs/source/user_guide/guides/probabilistic_forecasting.rst b/docs/source/user_guide/guides/probabilistic_forecasting.rst index 2f552dfcc..cf37a7c3a 100644 --- a/docs/source/user_guide/guides/probabilistic_forecasting.rst +++ b/docs/source/user_guide/guides/probabilistic_forecasting.rst @@ -134,6 +134,8 @@ maintain consistency between levels. - ``reg:quantileerror`` objective - Fast iteration on linear-tractable problems, or as a robust baseline. - Uses XGBoost's built-in quantile regression for linear boosters. + Quantile levels are sorted internally before training, so input order + does not matter. * - **LightGBM** - ``MultiQuantileRegressor`` - Large feature sets where LightGBM's training speed pays off. @@ -263,4 +265,5 @@ See :doc:`/user_guide/guides/backtesting_tutorial` for how to evaluate forecast - :doc:`/user_guide/guides/forecasting` for the overall forecasting workflow (fitting, predicting, model selection). - :doc:`/user_guide/concepts/models` for understanding how different model types compare. - :doc:`/user_guide/guides/backtesting_tutorial` for evaluating forecast performance systematically. - - :doc:`/user_guide/guides/reliability_fallback` for operational concerns like fallback behavior when data is missing. \ No newline at end of file + - :doc:`/user_guide/guides/reliability_fallback` for operational concerns like fallback behavior when data is missing. +``` \ No newline at end of file