diff --git a/pyproject.toml b/pyproject.toml
index e689a239e7..f7385eac97 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,7 +51,7 @@ dependencies = [
     "packaging>=20.0",
     "pandas>=1.5.3,<2.1.0",
     "scikit-learn>=1.0.0,<1.6.0",
-    "scipy>=1.9.0,<1.13.0",
+    "scipy>=1.9.0,<1.14.0",
     "typing-extensions>=4.6.0",
 ]
 
@@ -60,19 +60,19 @@ all_extras = [
     "esig>=0.9.7; platform_system != 'Darwin' and python_version < '3.11'",
     "imbalanced-learn",
     "keras-self-attention",
-    "matplotlib>=3.3.2,<3.9.0",
+    "matplotlib>=3.3.2",
+    "pycatch22>=0.4.5",
+    "pyod>=1.1.3",
+    "prts>=1.0.0.0",
     "pydot>=2.0.0",
-    "scikit_posthocs>=0.6.5",
+    "ruptures>=1.1.9",
     "seaborn>=0.11.0",
     "statsmodels>=0.12.1",
     "stumpy>=1.5.1",
-    "ruptures>=1.1.9",
     "tensorflow>=2.14; python_version < '3.12'",
     "torch>=1.13.1",
     "tsfresh>=0.20.0",
     "tslearn>=0.5.2",
-    "pyod>=1.1.3",
-    "prts>=1.0.0.0",
 ]
 dl = [
     "keras-self-attention",
@@ -81,7 +81,6 @@ dl = [
 unstable_extras = [
     "mrsqm>=0.0.7,<0.1.0; platform_system != 'Windows' and python_version < '3.12'",  # requires gcc and fftw to be installed for Windows and some other OS (see http://www.fftw.org/index.html)
     "mrseql>=0.0.4,<0.1.0; platform_system != 'Windows' and python_version < '3.12'",   # requires gcc and fftw to be installed for Windows and some other OS (see http://www.fftw.org/index.html)
-    "pycatch22",  # known to fail installation on some setups
     "pyfftw>=0.12.0; python_version < '3.12'",  # requires fftw to be installed for Windows and some other OS (see http://www.fftw.org/index.html)
 ]
 dev = [
@@ -102,7 +101,7 @@ binder = [
     "jupyterlab",
 ]
 docs = [
-    "sphinx<7.4.0",
+    "sphinx<8.1.0",
     "sphinx-design",
     "sphinx-version-warning",
     "sphinx_issues",