Update dependencies (#238)

docs/getting_started.rst

@@ -10,9 +10,9 @@ Requirements
 ``julearn`` is compatible with `Python`_ >= 3.8 and requires the following
 packages:
 
-* ``numpy>=1.24,<1.26``
-* ``pandas>=1.5.0,<2.1``
-* ``scikit-learn>=1.2.0``
+* ``numpy>=1.24,<1.27``
+* ``pandas>=1.5.0,<2.2``
+* ``scikit-learn>=1.2,<1.4``
 * ``statsmodels>=0.13,<0.15``
 
 Running the examples require:

julearn/stats/corrected_ttest.py

@@ -39,7 +39,9 @@ def _corrected_std(
     # kr = k times r, r times repeated k-fold crossvalidation,
     # kr equals the number of times the model was evaluated
     kr = len(differences)
-    corrected_var = np.var(differences, ddof=1) * (1 / kr + n_test / n_train)
+    corrected_var = np.var(differences, ddof=1, axis=0) * (
+        1 / kr + n_test / n_train
+    )
     corrected_std = np.sqrt(corrected_var)
     return corrected_std
 

pyproject.toml

@@ -37,9 +37,9 @@ classifiers = [
     "Programming Language :: Python :: 3.11",
 ]
 dependencies = [
-    "numpy>=1.24,<1.26",
-    "pandas>=1.5.0,<2.1",
-    "scikit-learn>=1.2.0",
+    "numpy>=1.24,<1.27",
+    "pandas>=1.5.0,<2.2",
+    "scikit-learn>=1.2.0,<1.4",
     "statsmodels>=0.13,<0.15",
 ]
 dynamic = ["version"]
@@ -54,11 +54,11 @@ dev = ["tox", "pre-commit"]
 docs = [
     "seaborn>=0.12.2,<0.13",
     "sphinx>=5.3.0,<7.3",
-    "sphinx-gallery>=0.13.0,<0.14",
-    "furo>=2022.9.29,<2023.0.0",
+    "sphinx-gallery>=0.13.0,<0.15",
+    "furo>=2022.9.29,<2024.0.0",
     "sphinx_copybutton>=0.5.0,<0.6",
     "numpydoc>=1.5.0,<1.6",
-    "towncrier==22.12.0",
+    "towncrier<24",
 ]
 deslib = ["deslib>=0.3.5,<0.4"]
 viz = [