From 3b723e27bd03a3bc09e3f163ac83c4370032f4c2 Mon Sep 17 00:00:00 2001 From: Zebin YANG Date: Thu, 6 Jun 2024 09:03:31 +0800 Subject: [PATCH] update docs --- docs/_build/html/_sources/guides/introduction.rst.txt | 4 +--- docs/_build/html/guides/introduction.html | 3 +-- 2 files changed, 2 insertions(+), 5 deletions(-) diff --git a/docs/_build/html/_sources/guides/introduction.rst.txt b/docs/_build/html/_sources/guides/introduction.rst.txt index b93f27c..b5f1754 100644 --- a/docs/_build/html/_sources/guides/introduction.rst.txt +++ b/docs/_build/html/_sources/guides/introduction.rst.txt @@ -56,9 +56,7 @@ Regarding PiML high-code APIs, it is worthwhile to mention that these APIs are f Interpretable Models ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -PiML supports a growing list of inherently interpretable models. For simplicity, we only list the models and the references. The following list of interpretable models are included PiML toolbox V0.5 (latest update: May 4, 2023). - -PiML supports a growing list of inherently interpretable models. For simplicity, we only list the models and the references. The following list of interpretable models are included PiML toolbox V0.5 (latest update: May 4, 2023). +PiML supports a growing list of inherently interpretable models. For simplicity, we only list the models and the references. The following list of interpretable models are included PiML toolbox V0.6 (latest update: Feb. 2024). - **GLM**: Linear/logistic regression with :math:`\ell_1` and/or :math:`\ell_2` regularization [Hastie2015]_ diff --git a/docs/_build/html/guides/introduction.html b/docs/_build/html/guides/introduction.html index edd4ec9..749bdf7 100644 --- a/docs/_build/html/guides/introduction.html +++ b/docs/_build/html/guides/introduction.html @@ -247,8 +247,7 @@

1.2. Toolbox Design

1.3. Interpretable ModelsΒΆ

-

PiML supports a growing list of inherently interpretable models. For simplicity, we only list the models and the references. The following list of interpretable models are included PiML toolbox V0.5 (latest update: May 4, 2023).

-

PiML supports a growing list of inherently interpretable models. For simplicity, we only list the models and the references. The following list of interpretable models are included PiML toolbox V0.5 (latest update: May 4, 2023).

+

PiML supports a growing list of inherently interpretable models. For simplicity, we only list the models and the references. The following list of interpretable models are included PiML toolbox V0.6 (latest update: Feb. 2024).

  • GLM: Linear/logistic regression with \(\ell_1\) and/or \(\ell_2\) regularization [Hastie2015]

  • GAM: Generalized additive models using B-splines [Serven2018]