diff --git a/.constraints/py3.10.txt b/.constraints/py3.10.txt
index bdf8f6d..b22b383 100644
--- a/.constraints/py3.10.txt
+++ b/.constraints/py3.10.txt
@@ -47,8 +47,6 @@ fqdn==1.5.1
 gast==0.6.0
 gitdb==4.0.11
 gitpython==3.1.43
-google-auth==2.33.0
-google-auth-oauthlib==1.0.0
 google-pasta==0.2.0
 graphviz==0.20.3
 greenlet==3.0.3
@@ -94,7 +92,7 @@ jupyterlab-myst==2.4.2
 jupyterlab-pygments==0.3.0
 jupyterlab-server==2.27.3
 jupyterlab-widgets==3.0.11
-keras==2.14.0
+keras==3.4.1
 kiwisolver==1.4.5
 latexcodec==3.0.0
 libclang==18.1.1
@@ -109,12 +107,13 @@ matplotlib-inline==0.1.7
 mdit-py-plugins==0.4.1
 mdurl==0.1.2
 mistune==3.0.2
-ml-dtypes==0.2.0
+ml-dtypes==0.4.0
 mpmath==1.3.0
 mypy==1.11.1
 mypy-extensions==1.0.0
 myst-nb==1.1.1
 myst-parser==4.0.0
+namex==0.0.8
 nbclient==0.6.8
 nbconvert==7.16.4
 nbdime==4.0.1
@@ -125,8 +124,8 @@ nodeenv==1.9.1
 notebook-shim==0.2.4
 numba==0.60.0
 numpy==1.26.4
-oauthlib==3.2.2
 opt-einsum==3.3.0
+optree==0.12.1
 overrides==7.7.0
 packaging==24.1
 pandas==2.2.2
@@ -134,7 +133,7 @@ pandocfilters==1.5.1
 parso==0.8.4
 particle==0.24.0
 pexpect==4.9.0
-phasespace==1.9.0
+phasespace==1.10.3
 pillow==10.4.0
 platformdirs==4.2.2
 pluggy==1.5.0
@@ -145,8 +144,6 @@ protobuf==4.25.4
 psutil==6.0.0
 ptyprocess==0.7.0
 pure-eval==0.2.3
-pyasn1==0.6.0
-pyasn1-modules==0.4.0
 pybtex==0.24.0
 pybtex-docutils==1.0.3
 pycparser==2.22
@@ -170,12 +167,11 @@ pyzmq==26.1.0
 qrules==0.10.2
 referencing==0.35.1
 requests==2.32.3
-requests-oauthlib==2.0.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
+rich==13.7.1
 rope==1.13.0
 rpds-py==0.20.0
-rsa==4.9
 ruff==0.5.6
 scipy==1.14.0
 send2trash==1.8.3
@@ -204,10 +200,9 @@ sqlalchemy==2.0.32
 stack-data==0.6.3
 sympy==1.13.1
 tabulate==0.9.0
-tensorboard==2.14.1
+tensorboard==2.17.0
 tensorboard-data-server==0.7.2
-tensorflow==2.14.0
-tensorflow-estimator==2.14.0
+tensorflow==2.17.0
 tensorflow-io-gcs-filesystem==0.37.1
 tensorflow-probability==0.24.0
 tensorwaves==0.4.12
@@ -233,7 +228,7 @@ websocket-client==1.8.0
 werkzeug==3.0.3
 wheel==0.44.0
 widgetsnbextension==4.0.11
-wrapt==1.14.1
+wrapt==1.16.0
 zipp==3.19.2
 
 # The following packages were excluded from the output:
diff --git a/.constraints/py3.11.txt b/.constraints/py3.11.txt
index 67a6ee6..88c01d3 100644
--- a/.constraints/py3.11.txt
+++ b/.constraints/py3.11.txt
@@ -46,8 +46,6 @@ fqdn==1.5.1
 gast==0.6.0
 gitdb==4.0.11
 gitpython==3.1.43
-google-auth==2.33.0
-google-auth-oauthlib==1.0.0
 google-pasta==0.2.0
 graphviz==0.20.3
 greenlet==3.0.3
@@ -93,7 +91,7 @@ jupyterlab-myst==2.4.2
 jupyterlab-pygments==0.3.0
 jupyterlab-server==2.27.3
 jupyterlab-widgets==3.0.11
-keras==2.14.0
+keras==3.4.1
 kiwisolver==1.4.5
 latexcodec==3.0.0
 libclang==18.1.1
@@ -108,12 +106,13 @@ matplotlib-inline==0.1.7
 mdit-py-plugins==0.4.1
 mdurl==0.1.2
 mistune==3.0.2
-ml-dtypes==0.2.0
+ml-dtypes==0.4.0
 mpmath==1.3.0
 mypy==1.11.1
 mypy-extensions==1.0.0
 myst-nb==1.1.1
 myst-parser==4.0.0
+namex==0.0.8
 nbclient==0.6.8
 nbconvert==7.16.4
 nbdime==4.0.1
@@ -124,8 +123,8 @@ nodeenv==1.9.1
 notebook-shim==0.2.4
 numba==0.60.0
 numpy==1.26.4
-oauthlib==3.2.2
 opt-einsum==3.3.0
+optree==0.12.1
 overrides==7.7.0
 packaging==24.1
 pandas==2.2.2
@@ -133,7 +132,7 @@ pandocfilters==1.5.1
 parso==0.8.4
 particle==0.24.0
 pexpect==4.9.0
-phasespace==1.9.0
+phasespace==1.10.3
 pillow==10.4.0
 platformdirs==4.2.2
 pluggy==1.5.0
@@ -144,8 +143,6 @@ protobuf==4.25.4
 psutil==6.0.0
 ptyprocess==0.7.0
 pure-eval==0.2.3
-pyasn1==0.6.0
-pyasn1-modules==0.4.0
 pybtex==0.24.0
 pybtex-docutils==1.0.3
 pycparser==2.22
@@ -169,12 +166,11 @@ pyzmq==26.1.0
 qrules==0.10.2
 referencing==0.35.1
 requests==2.32.3
-requests-oauthlib==2.0.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
+rich==13.7.1
 rope==1.13.0
 rpds-py==0.20.0
-rsa==4.9
 ruff==0.5.6
 scipy==1.14.0
 send2trash==1.8.3
@@ -203,10 +199,9 @@ sqlalchemy==2.0.32
 stack-data==0.6.3
 sympy==1.13.1
 tabulate==0.9.0
-tensorboard==2.14.1
+tensorboard==2.17.0
 tensorboard-data-server==0.7.2
-tensorflow==2.14.0
-tensorflow-estimator==2.14.0
+tensorflow==2.17.0
 tensorflow-io-gcs-filesystem==0.37.1
 tensorflow-probability==0.24.0
 tensorwaves==0.4.12
@@ -231,7 +226,7 @@ websocket-client==1.8.0
 werkzeug==3.0.3
 wheel==0.44.0
 widgetsnbextension==4.0.11
-wrapt==1.14.1
+wrapt==1.16.0
 zipp==3.19.2
 
 # The following packages were excluded from the output:
diff --git a/.constraints/py3.9.txt b/.constraints/py3.9.txt
index 3e3e29e..4904fb4 100644
--- a/.constraints/py3.9.txt
+++ b/.constraints/py3.9.txt
@@ -47,8 +47,6 @@ fqdn==1.5.1
 gast==0.6.0
 gitdb==4.0.11
 gitpython==3.1.43
-google-auth==2.33.0
-google-auth-oauthlib==1.0.0
 google-pasta==0.2.0
 graphviz==0.20.3
 greenlet==3.0.3
@@ -95,7 +93,7 @@ jupyterlab-myst==2.4.2
 jupyterlab-pygments==0.3.0
 jupyterlab-server==2.27.3
 jupyterlab-widgets==3.0.11
-keras==2.14.0
+keras==3.4.1
 kiwisolver==1.4.5
 latexcodec==3.0.0
 libclang==18.1.1
@@ -110,12 +108,13 @@ matplotlib-inline==0.1.7
 mdit-py-plugins==0.4.1
 mdurl==0.1.2
 mistune==3.0.2
-ml-dtypes==0.2.0
+ml-dtypes==0.4.0
 mpmath==1.3.0
 mypy==1.11.1
 mypy-extensions==1.0.0
 myst-nb==1.1.1
 myst-parser==3.0.1
+namex==0.0.8
 nbclient==0.6.8
 nbconvert==7.16.4
 nbdime==4.0.1
@@ -126,8 +125,8 @@ nodeenv==1.9.1
 notebook-shim==0.2.4
 numba==0.60.0
 numpy==1.26.4
-oauthlib==3.2.2
 opt-einsum==3.3.0
+optree==0.12.1
 overrides==7.7.0
 packaging==24.1
 pandas==2.2.2
@@ -135,7 +134,7 @@ pandocfilters==1.5.1
 parso==0.8.4
 particle==0.24.0
 pexpect==4.9.0
-phasespace==1.9.0
+phasespace==1.10.3
 pillow==10.4.0
 platformdirs==4.2.2
 pluggy==1.5.0
@@ -146,8 +145,6 @@ protobuf==4.25.4
 psutil==6.0.0
 ptyprocess==0.7.0
 pure-eval==0.2.3
-pyasn1==0.6.0
-pyasn1-modules==0.4.0
 pybtex==0.24.0
 pybtex-docutils==1.0.3
 pycparser==2.22
@@ -171,12 +168,11 @@ pyzmq==26.1.0
 qrules==0.10.2
 referencing==0.35.1
 requests==2.32.3
-requests-oauthlib==2.0.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
+rich==13.7.1
 rope==1.13.0
 rpds-py==0.20.0
-rsa==4.9
 ruff==0.5.6
 scipy==1.13.1
 send2trash==1.8.3
@@ -205,10 +201,9 @@ sqlalchemy==2.0.32
 stack-data==0.6.3
 sympy==1.13.1
 tabulate==0.9.0
-tensorboard==2.14.1
+tensorboard==2.17.0
 tensorboard-data-server==0.7.2
-tensorflow==2.14.0
-tensorflow-estimator==2.14.0
+tensorflow==2.17.0
 tensorflow-io-gcs-filesystem==0.37.1
 tensorflow-probability==0.24.0
 tensorwaves==0.4.12
@@ -234,7 +229,7 @@ websocket-client==1.8.0
 werkzeug==3.0.3
 wheel==0.44.0
 widgetsnbextension==4.0.11
-wrapt==1.14.1
+wrapt==1.16.0
 zipp==3.19.2
 
 # The following packages were excluded from the output: