diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index e62ff5a..7d2550e 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -36,7 +36,7 @@ jobs:
     -
       uses: actions/setup-python@v5
       with:
-        python-version: '3.12'
+        python-version: '3.13'
         cache: 'pip'
         cache-dependency-path: 'requirements-dev.txt'
     - name: Main Script
@@ -53,7 +53,7 @@ jobs:
     -
       uses: actions/setup-python@v5
       with:
-        python-version: '3.12'
+        python-version: '3.13'
         cache: 'pip'
         cache-dependency-path: 'requirements-dev.txt'
     - name: Main Script
@@ -70,7 +70,7 @@ jobs:
     -
       uses: actions/setup-python@v5
       with:
-        python-version: '3.12'
+        python-version: '3.13'
         cache: 'pip'
         cache-dependency-path: 'requirements-dev.txt'
     - name: Main Script
@@ -84,7 +84,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ['3.10', '3.11', '3.12']
+        python-version: ['3.10', '3.11', '3.12', '3.13']
         jax_default_bits: [32, 64]
       fail-fast: false
     steps:
@@ -111,7 +111,7 @@ jobs:
     -
       uses: actions/setup-python@v5
       with:
-        python-version: '3.12'
+        python-version: '3.13'
         cache: 'pip'
         cache-dependency-path: 'requirements-dev.txt'
     - name: Main Script
diff --git a/pyproject.toml b/pyproject.toml
index c219cc2..92198f6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -36,6 +36,7 @@ classifiers = [
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: 3.13",
     "Topic :: Scientific/Engineering",
     "Topic :: Utilities",
 ]
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 8b3b799..6c7e440 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -26,13 +26,13 @@ docutils==0.21.2
     #   restructuredtext-lint
 exceptiongroup==1.2.2 ; python_full_version < '3.11'
     # via pytest
-fonttools==4.53.1
+fonttools==4.54.1
     # via matplotlib
 iniconfig==2.0.0
     # via pytest
-jax==0.4.31
+jax==0.4.34
     # via pyshocks (pyproject.toml)
-jaxlib==0.4.31
+jaxlib==0.4.34
     # via
     #   pyshocks (pyproject.toml)
     #   jax
@@ -44,7 +44,7 @@ license-expression==30.3.1
     # via reuse
 markdown-it-py==3.0.0
     # via rich
-markupsafe==2.1.5
+markupsafe==3.0.2
     # via jinja2
 matplotlib==3.9.2
     # via
@@ -52,15 +52,15 @@ matplotlib==3.9.2
     #   scienceplots
 mdurl==0.1.2
     # via markdown-it-py
-ml-dtypes==0.4.0
+ml-dtypes==0.5.0
     # via
     #   jax
     #   jaxlib
-mypy==1.11.2
+mypy==1.12.1
     # via pyshocks (pyproject.toml)
 mypy-extensions==1.0.0
     # via mypy
-numpy==2.1.1
+numpy==2.1.2
     # via
     #   pyshocks (pyproject.toml)
     #   contourpy
@@ -68,9 +68,8 @@ numpy==2.1.1
     #   jaxlib
     #   matplotlib
     #   ml-dtypes
-    #   opt-einsum
     #   scipy
-opt-einsum==3.3.0
+opt-einsum==3.4.0
     # via jax
 packaging==24.1
     # via
@@ -78,7 +77,7 @@ packaging==24.1
     #   pytest
 pbr==6.1.0
     # via stevedore
-pillow==10.4.0
+pillow==11.0.0
     # via matplotlib
 pluggy==1.5.0
     # via pytest
@@ -86,13 +85,11 @@ pygments==2.18.0
     # via
     #   doc8
     #   rich
-pyparsing==3.1.4
+pyparsing==3.2.0
     # via matplotlib
-pyproject-fmt==2.2.3
+pyproject-fmt==2.4.3
     # via pyshocks (pyproject.toml)
-pyproject-fmt-rust==1.1.6
-    # via pyproject-fmt
-pytest==8.3.2
+pytest==8.3.3
     # via pyshocks (pyproject.toml)
 python-dateutil==2.9.0.post0
     # via matplotlib
@@ -102,9 +99,9 @@ restructuredtext-lint==1.4.0
     # via doc8
 reuse==4.0.3
     # via pyshocks (pyproject.toml)
-rich==13.8.0
+rich==13.9.3
     # via pyshocks (pyproject.toml)
-ruff==0.6.4
+ruff==0.7.0
     # via pyshocks (pyproject.toml)
 scienceplots==2.1.1
     # via pyshocks (pyproject.toml)
@@ -116,7 +113,7 @@ six==1.16.0
     # via python-dateutil
 stevedore==5.3.0
     # via doc8
-tomli==2.0.1 ; python_full_version < '3.11'
+tomli==2.0.2 ; python_full_version < '3.11'
     # via
     #   doc8
     #   mypy
@@ -127,8 +124,10 @@ tomlkit==0.13.2
 types-dataclasses==0.6.6
     # via pyshocks (pyproject.toml)
 typing-extensions==4.12.2
-    # via mypy
-typos==1.24.5
+    # via
+    #   mypy
+    #   rich
+typos==1.26.0
     # via pyshocks (pyproject.toml)
-uv==0.4.7
+uv==0.4.25
     # via pyshocks (pyproject.toml)
diff --git a/requirements.txt b/requirements.txt
index a860c1f..13c74bc 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,8 +1,8 @@
 # This file was autogenerated by uv via the following command:
 #    uv pip compile --universal --python-version 3.10 -o requirements.txt pyproject.toml
-jax==0.4.31
+jax==0.4.34
     # via pyshocks (pyproject.toml)
-jaxlib==0.4.31
+jaxlib==0.4.34
     # via
     #   pyshocks (pyproject.toml)
     #   jax
@@ -10,25 +10,26 @@ markdown-it-py==3.0.0
     # via rich
 mdurl==0.1.2
     # via markdown-it-py
-ml-dtypes==0.4.0
+ml-dtypes==0.5.0
     # via
     #   jax
     #   jaxlib
-numpy==2.1.1
+numpy==2.1.2
     # via
     #   pyshocks (pyproject.toml)
     #   jax
     #   jaxlib
     #   ml-dtypes
-    #   opt-einsum
     #   scipy
-opt-einsum==3.3.0
+opt-einsum==3.4.0
     # via jax
 pygments==2.18.0
     # via rich
-rich==13.8.0
+rich==13.9.3
     # via pyshocks (pyproject.toml)
 scipy==1.14.1
     # via
     #   jax
     #   jaxlib
+typing-extensions==4.12.2 ; python_full_version < '3.11'
+    # via rich