Merge branch 'master' into master

Author: thibaultcordier

.bumpversion.cfg

@@ -1,5 +1,5 @@
 [bumpversion]
-current_version = 0.8.3
+current_version = 0.8.6
 commit = True
 tag = True
 
@@ -16,6 +16,5 @@ search = version = "{current_version}"
 replace = version = "{new_version}"
 
 [bumpversion:file:CITATION.cff]
-search = version = "{current_version}"
-replace = version = "{new_version}"
-
+search = version: {current_version}
+replace = version: {new_version}

AUTHORS.rst

@@ -40,4 +40,5 @@ Contributors
 * Pierre de Fréminville <pidefrem>
 * Ambros Marzetta <ambrosm>
 * Carl McBride Ellis <Carl-McBride-Ellis>
+* Baptiste Calot <[email protected]>
 To be continued ...

CITATION.cff

@@ -5,7 +5,7 @@ authors:
   given-names: "Thibault"
   orcid: "https://orcid.org/0000-0000-0000-0000"
 title: "MAPIE - Model Agnostic Prediction Interval Estimator"
-version: 0.8.3
+version: 0.8.6
 date-released: 2019-04-30
 url: "https://github.com/scikit-learn-contrib/MAPIE"
 preferred-citation:

HISTORY.rst

@@ -2,9 +2,27 @@
 History
 =======
 
-0.8.3 (2024-**-**)
+0.8.x (2024-xx-xx)
 ------------------
 
+* Building a training set with a fraction between 0 and 1 with `n_samples` attribute when using `split` method from `Subsample` class.
+
+0.8.6 (2024-06-14)
+------------------
+
+* Fix the quantile formula to ensure valid coverage (deal with infinite interval production and asymmetric conformal scores).
+* Fix sphinx dependencies
+
+0.8.5 (2024-06-07)
+------------------
+
+* Issue with update from 0.8.4
+
+0.8.4 (2024-06-07)
+------------------
+
+* Fix the quantile formula to ensure valid coverage for any number of calibration data in `ConformityScore`.
+* Fix overloading of the value of the `method` attribute when using `MapieRegressor` and `MapieTimeSeriesRegressor`.
 * Fix conda versionning.
 * Reduce precision for test in `MapieCalibrator`.
 * Fix invalid certificate when downloading data.

README.rst

@@ -3,7 +3,7 @@
 |GitHubActions| |Codecov| |ReadTheDocs| |License| |PythonVersion| |PyPi| |Conda| |Release| |Commits| |DOI|
 
 .. |GitHubActions| image:: https://github.com/scikit-learn-contrib/MAPIE/actions/workflows/test.yml/badge.svg
-   :target: https://github.com/scikit-learn-contrib/MAPIE/actions
+    :target: https://github.com/scikit-learn-contrib/MAPIE/actions
 
 .. |Codecov| image:: https://codecov.io/gh/scikit-learn-contrib/MAPIE/branch/master/graph/badge.svg?token=F2S6KYH4V1
    :target: https://codecov.io/gh/scikit-learn-contrib/MAPIE
@@ -13,25 +13,25 @@
     :alt: Documentation Status
 
 .. |License| image:: https://img.shields.io/github/license/scikit-learn-contrib/MAPIE
-   :target: https://github.com/scikit-learn-contrib/MAPIE/blob/master/LICENSE
+    :target: https://github.com/scikit-learn-contrib/MAPIE/blob/master/LICENSE
 
 .. |PythonVersion| image:: https://img.shields.io/pypi/pyversions/mapie
-   :target: https://pypi.org/project/mapie/
+    :target: https://pypi.org/project/mapie/
 
 .. |PyPi| image:: https://img.shields.io/pypi/v/mapie
-   :target: https://pypi.org/project/mapie/
+    :target: https://pypi.org/project/mapie/
 
 .. |Conda| image:: https://img.shields.io/conda/vn/conda-forge/mapie
-   :target: https://anaconda.org/conda-forge/mapie
+    :target: https://anaconda.org/conda-forge/mapie
 
 .. |Release| image:: https://img.shields.io/github/v/release/scikit-learn-contrib/mapie
-   :target: https://github.com/scikit-learn-contrib/MAPIE/releases
+    :target: https://github.com/scikit-learn-contrib/MAPIE/releases
 
 .. |Commits| image:: https://img.shields.io/github/commits-since/scikit-learn-contrib/mapie/latest/master
-   :target: https://github.com/scikit-learn-contrib/MAPIE/commits/master
+    :target: https://github.com/scikit-learn-contrib/MAPIE/commits/master
 
 .. |DOI| image:: https://img.shields.io/badge/10.48550/arXiv.2207.12274-B31B1B.svg
-   :target: https://arxiv.org/abs/2207.12274
+    :target: https://arxiv.org/abs/2207.12274
 
 .. image:: https://github.com/scikit-learn-contrib/MAPIE/raw/master/doc/images/mapie_logo_nobg_cut.png
     :width: 400

doc/conf.py

@@ -88,7 +88,7 @@
 # built documents.
 #
 # The short X.Y version.
-version = "0.8.3"
+version = "0.8.6"
 # The full version, including alpha/beta/rc tags.
 release = version
 

environment.doc.yml

@@ -8,7 +8,7 @@ dependencies:
     - pandas=1.3.5
     - python=3.10
     - scikit-learn
-    - sphinx=4.3.2
+    - sphinx=5.3.0
     - sphinx-gallery=0.10.1
     - sphinx_rtd_theme=1.0.0
-    - typing_extensions=4.0.1
+    - typing_extensions=4.0.1