diff --git a/SECURITY.md b/SECURITY.md
new file mode 100644
index 00000000..b730ff5f
--- /dev/null
+++ b/SECURITY.md
@@ -0,0 +1,38 @@
+# Security Policy
+
+## Reporting a vulnerability
+
+Please report security problems privately rather than in a public issue.
+
+Use GitHub's private reporting form at
+https://github.com/BindsNET/bindsnet/security/advisories/new, or email
+hananel@hazan.org.il.
+
+Please include what you found, how to reproduce it, and which version or commit
+you were on. We aim to acknowledge reports within a few days.
+
+## Supported versions
+
+Security fixes are applied to the `master` branch and to the most recent release
+on PyPI. Older releases are not patched.
+
+## Repository integrity
+
+BindsNET is a research library, and its git history is part of what users rely
+on. The following controls are in place on this repository:
+
+- Force-pushes and branch deletions are blocked on every branch.
+- `master` requires a pull request with an approving review.
+
+A supply-chain incident affecting this repository was reported and remediated in
+September 2026; see issue #781 for the full account. No PyPI release was
+affected. If you cloned this repository between 2026-08-29 and 2026-09-02 and
+opened it in Visual Studio Code, please read that issue.
+
+## What we will never do
+
+BindsNET does not contain, and will never contain, code that runs automatically
+when you open the project in an editor. There are no build hooks, no editor
+tasks that execute on folder open, and no post-install scripts. If you find
+anything of that shape in this repository, treat it as an incident and report it
+using the process above.
diff --git a/poetry.lock b/poetry.lock
index c18ec41c..c7282750 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,75 +1,74 @@
-# This file is automatically @generated by Poetry 2.4.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.4.2 and should not be changed by hand.
 
 [[package]]
 name = "ale-py"
-version = "0.12.0"
+version = "0.12.1"
 description = "The Arcade Learning Environment (ALE) - a platform for AI research."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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+    {file = "ale_py-0.12.1.tar.gz", hash = "sha256:c503d574c5983e1063b451201ccb779d935919c0f6bf116fb0f4f8aa4c86d249"},
 ]
 
 [package.dependencies]
 numpy = ">1.20"
 
 [package.extras]
-test = ["chex ; sys_platform == \"win32\" or sys_platform == \"linux\"", "gymnasium (>=1.1.0)", "jax (>=0.4.31) ; sys_platform == \"win32\" or sys_platform == \"linux\"", "opencv-python (>=3.0)", "pytest (>=7.0)"]
+test = ["chex", "gymnasium (>=1.1.0)", "jax (>=0.4.31)", "opencv-python (>=3.0)", "pytest (>=7.0)"]
 vector = ["gymnasium (>=1.1.0)", "opencv-python (>=3.0)"]
-xla = ["chex ; sys_platform == \"win32\" or sys_platform == \"linux\"", "gymnasium (>=1.1.0)", "jax (>=0.4.31) ; sys_platform == \"win32\" or sys_platform == \"linux\"", "opencv-python (>=3.0)"]
+xla = ["chex", "gymnasium (>=1.1.0)", "jax (>=0.4.31)", "opencv-python (>=3.0)"]
 
 [[package]]
 name = "anyio"
-version = "4.13.0"
+version = "4.15.0"
 description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "anyio-4.13.0-py3-none-any.whl", hash = "sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708"},
-    {file = "anyio-4.13.0.tar.gz", hash = "sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc"},
+    {file = "anyio-4.15.0-py3-none-any.whl", hash = "sha256:7ecd9937369ffce8bba0b5ccb9b3a9507b101b0ed50256aecfbab27e6c2acb99"},
+    {file = "anyio-4.15.0.tar.gz", hash = "sha256:b5c620ed540725e2579c31b17bb995b3bf02c9281c9cace04c7d186380bab85e"},
 ]
 
 [package.dependencies]
 idna = ">=2.8"
-typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
+typing_extensions = {version = ">=4.16.0", markers = "python_version < \"3.15\""}
 
 [package.extras]
 trio = ["trio (>=0.32.0)"]
 
 [[package]]
 name = "appnope"
-version = "0.1.4"
+version = "1.0.0"
 description = "Disable App Nap on macOS >= 10.9"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.9"
 groups = ["dev"]
 markers = "platform_system == \"Darwin\""
 files = [
-    {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
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 ]
 
 [[package]]
@@ -89,38 +88,53 @@ argon2-cffi-bindings = "*"
 
 [[package]]
 name = "argon2-cffi-bindings"
-version = "25.1.0"
+version = "26.1.0"
 description = "Low-level CFFI bindings for Argon2"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["dev"]
 files = [
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 [package.dependencies]
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 python-versions = ">=3.7"
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+    {file = "charset_normalizer-3.5.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:55261ac0d2941c42f196dd576f543d87a8ee03cd6f5e30dfb4d807b2e3b9121a"},
+    {file = "charset_normalizer-3.5.1-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:5ca0555312ae2fe82715cada7fac375530c2f3349e1eaa1bcb33d0283ac79a18"},
+    {file = "charset_normalizer-3.5.1-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:2e9cf9253119d8e5d111f05d71626786fd3d6193817316eab1ca088cdb8593cf"},
+    {file = "charset_normalizer-3.5.1-cp39-cp39-musllinux_1_2_riscv64.whl", hash = "sha256:433c5a81eade63b47e522303bad236f59dba55ea6951746f5558355eeed8c75d"},
+    {file = "charset_normalizer-3.5.1-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:13e3afe97712e8887cd516e960c63f0b93122971e5b5e4b2622fe7701771e838"},
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+    {file = "charset_normalizer-3.5.1-cp39-cp39-win32.whl", hash = "sha256:56490c595a28b1bb27dfc583e816152a9767721ef58b2c03b13f954d2f707420"},
+    {file = "charset_normalizer-3.5.1-cp39-cp39-win_amd64.whl", hash = "sha256:012a22b88a77ca2e59b98ac5889b0deb604147666032f45e6d6e217634d2550d"},
+    {file = "charset_normalizer-3.5.1-cp39-cp39-win_arm64.whl", hash = "sha256:29880d17a8eb0b5cfdfd8944b468322928059aa35f1f5fa8ff22b149ec0b42f8"},
+    {file = "charset_normalizer-3.5.1-py3-none-any.whl", hash = "sha256:6df0ec430f9a831772c23ca5a224cba36517a58a84bb32c32bb59a9fa67c47f6"},
+    {file = "charset_normalizer-3.5.1.tar.gz", hash = "sha256:6117b84ea48435e5356dc737f5121485c30920ba43375fa7b434fd753df0eac3"},
 ]
 
 [[package]]
 name = "click"
-version = "8.4.1"
+version = "8.5.0"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "click-8.4.1-py3-none-any.whl", hash = "sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2"},
-    {file = "click-8.4.1.tar.gz", hash = "sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96"},
+    {file = "click-8.5.0-py3-none-any.whl", hash = "sha256:255bc9599cf7748b4b1a446ccc735421bd08a2ae529a8b88597d3de5664ee360"},
+    {file = "click-8.5.0.tar.gz", hash = "sha256:ba0d2089de75ea0310e2dde03160e6ca10009947fb95a182f9b54021bb272e34"},
 ]
 
-[package.dependencies]
-colorama = {version = "*", markers = "platform_system == \"Windows\""}
-
 [[package]]
 name = "cloudpickle"
 version = "3.1.2"
@@ -607,7 +677,7 @@ files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
-markers = {main = "platform_system == \"Windows\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
+markers = {main = "platform_system == \"Windows\"", dev = "sys_platform == \"win32\""}
 
 [[package]]
 name = "comm"
@@ -716,45 +786,6 @@ mypy = ["bokeh", "contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.17.0)", "
 test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
 test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist", "wurlitzer"]
 
-[[package]]
-name = "cuda-bindings"
-version = "12.9.7"
-description = "Python bindings for CUDA"
-optional = false
-python-versions = "*"
-groups = ["main"]
-markers = "sys_platform != \"darwin\" and platform_system == \"Linux\""
-files = [
-    {file = "cuda_bindings-12.9.7-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a318075ef3277ca2fdd7df5d4bf671388696b4f2b65e2c4483f1853517692e3b"},
-    {file = "cuda_bindings-12.9.7-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f95debd2c54c5f087462668511bcb2b1295baa389cd6de9e768212f3cab2bbe2"},
-    {file = "cuda_bindings-12.9.7-cp310-cp310-win_amd64.whl", hash = "sha256:62e245bfa4830d473b038d0d7e5ab9cc1b377a09d2bc9afceaf5c5bab96ab1c6"},
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-    {file = "cuda_bindings-12.9.7-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c6496a88d84b1209d6651b0370c19c26319e157c22f6d018bf9a358cd8049041"},
-    {file = "cuda_bindings-12.9.7-cp311-cp311-win_amd64.whl", hash = "sha256:c392ffa5010ef4073bfd9dfff4d1ae56032094ed52d3d732014f8e41a73e6b59"},
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-    {file = "cuda_bindings-12.9.7-cp313-cp313t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:3747ea132642416786a8e31bf229032df3a7856911ae5426a7be53d032df183d"},
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-    {file = "cuda_bindings-12.9.7-cp314-cp314-win_amd64.whl", hash = "sha256:1e2a4f2ec5b67408c04bb4fbed45d214b66de1f00ee2e972865cacb8708d4e1e"},
-    {file = "cuda_bindings-12.9.7-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:00a833d399b31071fab4cf3de2929840ae462dc4848116eeff033d09219e7116"},
-    {file = "cuda_bindings-12.9.7-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:11aeafa2b33995f890086b3fb0f062075176d956e9b6a6fe1a699dddc413f6ad"},
-    {file = "cuda_bindings-12.9.7-cp314-cp314t-win_amd64.whl", hash = "sha256:ece8dfbc22e6de96a26940ab9887eb3cfe1fc1bc3966169391cdb866bb82bb64"},
-]
-
-[package.dependencies]
-cuda-pathfinder = ">=1.1,<2.0"
-
-[package.extras]
-all = ["nvidia-cuda-nvcc-cu12", "nvidia-cuda-nvrtc-cu12", "nvidia-cufile-cu12 ; sys_platform == \"linux\"", "nvidia-nvfatbin-cu12", "nvidia-nvjitlink-cu12 (>=12.3)"]
-test = ["cython (>=3.2,<3.3)", "numpy (>=1.21.1)", "pyglet (>=2.1.9)", "pytest (>=6.2.4)", "pytest-benchmark (>=3.4.1)", "setuptools (>=77.0.0)"]
-
 [[package]]
 name = "cuda-bindings"
 version = "13.3.1"
@@ -762,7 +793,7 @@ description = "Python bindings for CUDA"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "sys_platform == \"darwin\" and platform_system == \"Linux\""
+markers = "platform_system == \"Linux\""
 files = [
     {file = "cuda_bindings-13.3.1-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:120fcc53d57903df529c3486962c56528cba5b7d6c57c99537320ed9922c8b86"},
     {file = "cuda_bindings-13.3.1-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9851b0caa8bfd3bc6fa054eaf57bea7c8e9c3a62db2d2621224677f49f3c53d0"},
@@ -792,104 +823,68 @@ all = ["cuda-toolkit (==13.*)", "cuda-toolkit[cufile] (==13.*) ; sys_platform ==
 
 [[package]]
 name = "cuda-pathfinder"
-version = "1.5.5"
+version = "1.8.1"
 description = "Pathfinder for CUDA components"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 markers = "platform_system == \"Linux\""
 files = [
-    {file = "cuda_pathfinder-1.5.5-py3-none-any.whl", hash = "sha256:0228c023f95d1480f143ef5c8922d27a2ab052087a942e81dc289c9eb8f91689"},
+    {file = "cuda_pathfinder-1.8.1-py3-none-any.whl", hash = "sha256:ae0137ff9e56ea97499bcbf54f5f2778ec25f3266715ac86da192a795af982a8"},
 ]
 
 [[package]]
 name = "cuda-toolkit"
-version = "12.8.1"
+version = "13.0.3"
 description = "CUDA Toolkit meta-package"
 optional = false
 python-versions = "*"
 groups = ["main"]
-markers = "sys_platform != \"darwin\" and platform_system == \"Linux\""
+markers = "platform_system == \"Linux\""
 files = [
-    {file = "cuda_toolkit-12.8.1-py2.py3-none-any.whl", hash = "sha256:adc7906af4ecbf9a352f9dca5734eceb21daec281ccfcf5675e1d2f724fc2cba"},
+    {file = "cuda_toolkit-13.0.3.0-py2.py3-none-any.whl", hash = "sha256:d693caaa261214ddd7dbb60d68e71cbed884e68c2be7509778f3051da0b91c3f"},
 ]
 
 [package.dependencies]
-nvidia-cublas-cu12 = {version = "==12.8.4.1.*", optional = true, markers = "(sys_platform == \"win32\" or sys_platform == \"linux\") and extra == \"cublas\""}
-nvidia-cuda-cupti-cu12 = {version = "==12.8.90.*", optional = true, markers = "(sys_platform == \"win32\" or sys_platform == \"linux\") and extra == \"cupti\""}
-nvidia-cuda-nvrtc-cu12 = {version = "==12.8.93.*", optional = true, markers = "(sys_platform == \"win32\" or sys_platform == \"linux\") and extra == \"nvrtc\""}
-nvidia-cuda-runtime-cu12 = {version = "==12.8.90.*", optional = true, markers = "(sys_platform == \"win32\" or sys_platform == \"linux\") and extra == \"cudart\""}
-nvidia-cufft-cu12 = {version = "==11.3.3.83.*", optional = true, markers = "(sys_platform == \"win32\" or sys_platform == \"linux\") and extra == \"cufft\""}
-nvidia-cufile-cu12 = {version = "==1.13.1.3.*", optional = true, markers = "sys_platform == \"linux\" and extra == \"cufile\""}
-nvidia-curand-cu12 = {version = "==10.3.9.90.*", optional = true, markers = "(sys_platform == \"win32\" or sys_platform == \"linux\") and extra == \"curand\""}
-nvidia-cusolver-cu12 = {version = "==11.7.3.90.*", optional = true, markers = "(sys_platform == \"win32\" or sys_platform == \"linux\") and extra == \"cusolver\""}
-nvidia-cusparse-cu12 = {version = "==12.5.8.93.*", optional = true, markers = "(sys_platform == \"win32\" or sys_platform == \"linux\") and extra == \"cusparse\""}
-nvidia-nvjitlink-cu12 = {version = "==12.8.93.*", optional = true, markers = "(sys_platform == \"win32\" or sys_platform == \"linux\") and extra == \"nvjitlink\""}
-nvidia-nvtx-cu12 = {version = "==12.8.90.*", optional = true, markers = "(sys_platform == \"win32\" or sys_platform == \"linux\") and extra == \"nvtx\""}
-
-[package.extras]
-all = ["nvidia-cublas-cu12 (==12.8.4.1.*) ; sys_platform == \"win32\" or sys_platform == \"linux\"", "nvidia-cuda-cccl-cu12 (==12.8.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\"", "nvidia-cuda-cupti-cu12 (==12.8.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\"", "nvidia-cuda-cuxxfilt-cu12 (==12.8.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\"", "nvidia-cuda-nvcc-cu12 (==12.8.93.*) ; sys_platform == \"win32\" or sys_platform == \"linux\"", "nvidia-cuda-nvrtc-cu12 (==12.8.93.*) ; sys_platform == \"win32\" or sys_platform == \"linux\"", "nvidia-cuda-opencl-cu12 (==12.8.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\"", "nvidia-cuda-profiler-api-cu12 (==12.8.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\"", "nvidia-cuda-runtime-cu12 (==12.8.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\"", "nvidia-cuda-sanitizer-api-cu12 (==12.8.93.*) ; sys_platform == \"win32\" or sys_platform == \"linux\"", "nvidia-cufft-cu12 (==11.3.3.83.*) ; sys_platform == \"win32\" or sys_platform == \"linux\"", "nvidia-cufile-cu12 (==1.13.1.3.*) ; sys_platform == \"linux\"", "nvidia-curand-cu12 (==10.3.9.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\"", "nvidia-cusolver-cu12 (==11.7.3.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\"", "nvidia-cusparse-cu12 (==12.5.8.93.*) ; sys_platform == \"win32\" or sys_platform == \"linux\"", "nvidia-npp-cu12 (==12.3.3.100.*) ; sys_platform == \"win32\" or sys_platform == \"linux\"", "nvidia-nvfatbin-cu12 (==12.8.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\"", "nvidia-nvjitlink-cu12 (==12.8.93.*) ; sys_platform == \"win32\" or sys_platform == \"linux\"", "nvidia-nvjpeg-cu12 (==12.3.5.92.*) ; sys_platform == \"win32\" or sys_platform == \"linux\"", "nvidia-nvml-dev-cu12 (==12.8.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\"", "nvidia-nvtx-cu12 (==12.8.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
-cccl = ["nvidia-cuda-cccl-cu12 (==12.8.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
-cublas = ["nvidia-cublas-cu12 (==12.8.4.1.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
-cudart = ["nvidia-cuda-runtime-cu12 (==12.8.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
-cufft = ["nvidia-cufft-cu12 (==11.3.3.83.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
-cufile = ["nvidia-cufile-cu12 (==1.13.1.3.*) ; sys_platform == \"linux\""]
-cupti = ["nvidia-cuda-cupti-cu12 (==12.8.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
-curand = ["nvidia-curand-cu12 (==10.3.9.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
-cusolver = ["nvidia-cusolver-cu12 (==11.7.3.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
-cusparse = ["nvidia-cusparse-cu12 (==12.5.8.93.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
-cuxxfilt = ["nvidia-cuda-cuxxfilt-cu12 (==12.8.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
-npp = ["nvidia-npp-cu12 (==12.3.3.100.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
-nvcc = ["nvidia-cuda-nvcc-cu12 (==12.8.93.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
-nvfatbin = ["nvidia-nvfatbin-cu12 (==12.8.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
-nvjitlink = ["nvidia-nvjitlink-cu12 (==12.8.93.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
-nvjpeg = ["nvidia-nvjpeg-cu12 (==12.3.5.92.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
-nvml = ["nvidia-nvml-dev-cu12 (==12.8.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
-nvrtc = ["nvidia-cuda-nvrtc-cu12 (==12.8.93.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
-nvtx = ["nvidia-nvtx-cu12 (==12.8.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
-opencl = ["nvidia-cuda-opencl-cu12 (==12.8.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
-profiler = ["nvidia-cuda-profiler-api-cu12 (==12.8.90.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
-sanitizer = ["nvidia-cuda-sanitizer-api-cu12 (==12.8.93.*) ; sys_platform == \"win32\" or sys_platform == \"linux\""]
-
-[[package]]
-name = "cuda-toolkit"
-version = "13.0.2"
-description = "CUDA Toolkit meta-package"
-optional = false
-python-versions = "*"
-groups = ["main"]
-markers = "sys_platform == \"darwin\" and platform_system == \"Linux\""
-files = [
-    {file = "cuda_toolkit-13.0.2-py2.py3-none-any.whl", hash = "sha256:b198824cf2f54003f50d64ada3a0f184b42ca0846c1c94192fa269ecd97a66eb"},
-]
+nvidia-cublas = {version = "==13.1.1.3.*", optional = true, markers = "(sys_platform == \"linux\" or sys_platform == \"win32\") and (sys_platform == \"linux\" or platform_machine == \"x86_64\") and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") and (extra == \"cublas\" or extra == \"cusolver\")"}
+nvidia-cuda-cupti = {version = "==13.0.85.*", optional = true, markers = "(sys_platform == \"linux\" or sys_platform == \"win32\") and (sys_platform == \"linux\" or platform_machine == \"x86_64\") and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") and extra == \"cupti\""}
+nvidia-cuda-nvrtc = {version = "==13.0.88.*", optional = true, markers = "(sys_platform == \"linux\" or sys_platform == \"win32\") and (sys_platform == \"linux\" or platform_machine == \"x86_64\") and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") and (extra == \"cublas\" or extra == \"nvrtc\")"}
+nvidia-cuda-runtime = {version = "==13.0.96.*", optional = true, markers = "(sys_platform == \"linux\" or sys_platform == \"win32\") and (sys_platform == \"linux\" or platform_machine == \"x86_64\") and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") and extra == \"cudart\""}
+nvidia-cufft = {version = "==12.0.0.61.*", optional = true, markers = "(sys_platform == \"linux\" or sys_platform == \"win32\") and (sys_platform == \"linux\" or platform_machine == \"x86_64\") and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") and extra == \"cufft\""}
+nvidia-cufile = {version = "==1.15.1.6.*", optional = true, markers = "sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") and extra == \"cufile\""}
+nvidia-curand = {version = "==10.4.0.35.*", optional = true, markers = "(sys_platform == \"linux\" or sys_platform == \"win32\") and (sys_platform == \"linux\" or platform_machine == \"x86_64\") and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") and extra == \"curand\""}
+nvidia-cusolver = {version = "==12.0.4.66.*", optional = true, markers = "(sys_platform == \"linux\" or sys_platform == \"win32\") and (sys_platform == \"linux\" or platform_machine == \"x86_64\") and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") and extra == \"cusolver\""}
+nvidia-cusparse = {version = "==12.6.3.3.*", optional = true, markers = "(sys_platform == \"linux\" or sys_platform == \"win32\") and (sys_platform == \"linux\" or platform_machine == \"x86_64\") and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") and (extra == \"cusolver\" or extra == \"cusparse\")"}
+nvidia-nvjitlink = {version = ">=13.0.88,<14", optional = true, markers = "(sys_platform == \"linux\" or sys_platform == \"win32\") and (sys_platform == \"linux\" or platform_machine == \"x86_64\") and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") and (extra == \"cufft\" or extra == \"cusolver\" or extra == \"cusparse\" or extra == \"nvjitlink\")"}
+nvidia-nvtx = {version = "==13.0.85.*", optional = true, markers = "(sys_platform == \"linux\" or sys_platform == \"win32\") and (sys_platform == \"linux\" or platform_machine == \"x86_64\") and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") and extra == \"nvtx\""}
 
 [package.extras]
-all = ["nvidia-cublas (==13.1.0.3.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-cuda-cccl (==13.0.85.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-cuda-crt (==13.0.88.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-cuda-culibos (==13.0.85.*) ; sys_platform == \"linux\"", "nvidia-cuda-cupti (==13.0.85.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-cuda-cuxxfilt (==13.0.85.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-cuda-nvcc (==13.0.88.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-cuda-nvrtc (==13.0.88.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-cuda-opencl (==13.0.85.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-cuda-profiler-api (==13.0.85.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-cuda-runtime (==13.0.96.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-cuda-sanitizer-api (==13.0.85.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-cufft (==12.0.0.61.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-cufile (==1.15.1.6.*) ; sys_platform == \"linux\"", "nvidia-curand (==10.4.0.35.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-cusolver (==12.0.4.66.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-cusparse (==12.6.3.3.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-npp (==13.0.1.2.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-nvfatbin (==13.0.85.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-nvjitlink (==13.0.88.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-nvjpeg (==13.0.1.86.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-nvml-dev (==13.0.87.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-nvptxcompiler (==13.0.88.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-nvtx (==13.0.85.*) ; sys_platform == \"linux\" or sys_platform == \"win32\"", "nvidia-nvvm (==13.0.88.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-cccl = ["nvidia-cuda-cccl (==13.0.85.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-crt = ["nvidia-cuda-crt (==13.0.88.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-cublas = ["nvidia-cublas (==13.1.0.3.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-cudart = ["nvidia-cuda-runtime (==13.0.96.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-cufft = ["nvidia-cufft (==12.0.0.61.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-cufile = ["nvidia-cufile (==1.15.1.6.*) ; sys_platform == \"linux\""]
-culibos = ["nvidia-cuda-culibos (==13.0.85.*) ; sys_platform == \"linux\""]
-cupti = ["nvidia-cuda-cupti (==13.0.85.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-curand = ["nvidia-curand (==10.4.0.35.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-cusolver = ["nvidia-cusolver (==12.0.4.66.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-cusparse = ["nvidia-cusparse (==12.6.3.3.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-cuxxfilt = ["nvidia-cuda-cuxxfilt (==13.0.85.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-npp = ["nvidia-npp (==13.0.1.2.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-nvcc = ["nvidia-cuda-nvcc (==13.0.88.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-nvfatbin = ["nvidia-nvfatbin (==13.0.85.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-nvjitlink = ["nvidia-nvjitlink (==13.0.88.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-nvjpeg = ["nvidia-nvjpeg (==13.0.1.86.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-nvml = ["nvidia-nvml-dev (==13.0.87.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-nvptxcompiler = ["nvidia-nvptxcompiler (==13.0.88.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-nvrtc = ["nvidia-cuda-nvrtc (==13.0.88.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-nvtx = ["nvidia-nvtx (==13.0.85.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-nvvm = ["nvidia-nvvm (==13.0.88.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-opencl = ["nvidia-cuda-opencl (==13.0.85.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-profiler = ["nvidia-cuda-profiler-api (==13.0.85.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
-sanitizer = ["nvidia-cuda-sanitizer-api (==13.0.85.*) ; sys_platform == \"linux\" or sys_platform == \"win32\""]
+all = ["nvidia-cublas (==13.1.1.3.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-cuda-cccl (==13.0.85.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-cuda-crt (==13.0.88.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-cuda-culibos (==13.0.85.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\")", "nvidia-cuda-cupti (==13.0.85.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-cuda-cuxxfilt (==13.0.85.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-cuda-nvcc (==13.0.88.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-cuda-nvrtc (==13.0.88.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-cuda-opencl (==13.0.85.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-cuda-profiler-api (==13.0.85.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-cuda-runtime (==13.0.96.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-cuda-sanitizer-api (==13.0.85.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-cufft (==12.0.0.61.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-cufile (==1.15.1.6.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\")", "nvidia-curand (==10.4.0.35.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-cusolver (==12.0.4.66.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-cusparse (==12.6.3.3.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-npp (==13.0.1.2.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-nvfatbin (==13.0.85.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-nvjitlink (>=13.0.88,<14) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-nvjpeg (==13.0.1.86.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-nvml-dev (==13.0.87.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-nvptxcompiler (==13.0.88.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-nvtx (==13.0.85.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-nvvm (==13.0.88.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+cccl = ["nvidia-cuda-cccl (==13.0.85.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+crt = ["nvidia-cuda-crt (==13.0.88.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+cublas = ["nvidia-cublas (==13.1.1.3.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-cuda-nvrtc (==13.0.88.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+cudart = ["nvidia-cuda-runtime (==13.0.96.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+cufft = ["nvidia-cufft (==12.0.0.61.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-nvjitlink (>=13.0.88,<14) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+cufile = ["nvidia-cufile (==1.15.1.6.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\")"]
+culibos = ["nvidia-cuda-culibos (==13.0.85.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\")"]
+cupti = ["nvidia-cuda-cupti (==13.0.85.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+curand = ["nvidia-curand (==10.4.0.35.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+cusolver = ["nvidia-cublas (==13.1.1.3.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-cusolver (==12.0.4.66.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-cusparse (==12.6.3.3.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-nvjitlink (>=13.0.88,<14) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+cusparse = ["nvidia-cusparse (==12.6.3.3.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-nvjitlink (>=13.0.88,<14) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+cuxxfilt = ["nvidia-cuda-cuxxfilt (==13.0.85.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+npp = ["nvidia-npp (==13.0.1.2.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+nvcc = ["nvidia-cuda-crt (==13.0.88.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-cuda-nvcc (==13.0.88.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-cuda-runtime (==13.0.96.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\"", "nvidia-nvvm (==13.0.88.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+nvfatbin = ["nvidia-nvfatbin (==13.0.85.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+nvjitlink = ["nvidia-nvjitlink (>=13.0.88,<14) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+nvjpeg = ["nvidia-nvjpeg (==13.0.1.86.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+nvml = ["nvidia-nvml-dev (==13.0.87.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+nvptxcompiler = ["nvidia-nvptxcompiler (==13.0.88.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+nvrtc = ["nvidia-cuda-nvrtc (==13.0.88.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+nvtx = ["nvidia-nvtx (==13.0.85.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+nvvm = ["nvidia-nvvm (==13.0.88.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+opencl = ["nvidia-cuda-opencl (==13.0.85.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+profiler = ["nvidia-cuda-profiler-api (==13.0.85.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
+sanitizer = ["nvidia-cuda-sanitizer-api (==13.0.85.*) ; sys_platform == \"linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\") or (sys_platform == \"linux\" or sys_platform == \"win32\") and platform_machine == \"x86_64\""]
 
 [[package]]
 name = "cycler"
@@ -909,51 +904,51 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "cython"
-version = "3.2.5"
+version = "3.3.0"
 description = "The Cython compiler for writing C extensions in the Python language."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "cython-3.2.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:220e8b160b2a4ddc362ad8a8c2ab885aa7156099702cdc48f6518a5de921b553"},
-    {file = "cython-3.2.5-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f4e722ceab6d795b4682d693656218671c873d4aa74119c54a2b62de0e7c48ce"},
-    {file = "cython-3.2.5-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b4bfb00baef07106a1e5e7252ace18de91225322f7fa29970995aea7c380fa21"},
-    {file = "cython-3.2.5-cp310-cp310-win_amd64.whl", hash = "sha256:45baf00cb8b222a2ca7e9c48add5dac3ceb6e65be4f591150a6b6767ce1f86b0"},
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+    {file = "fonttools-4.64.0-cp315-cp315t-win_amd64.whl", hash = "sha256:89356c0793b474af7e49ec90d39fb2363e2341516a90460e38231df5ebe8acd5"},
+    {file = "fonttools-4.64.0-py3-none-any.whl", hash = "sha256:4a05783ff54ce4c7a28f18e5772efdf63c219374bd9ffc55452182e1cef8be60"},
+    {file = "fonttools-4.64.0.tar.gz", hash = "sha256:ecb2e59a7bc692fee64dda6010deb66222335693b30046f15cccf81233aa715f"},
 ]
 
 [package.extras]
@@ -1228,14 +1227,14 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2026.4.0"
+version = "2026.7.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "fsspec-2026.4.0-py3-none-any.whl", hash = "sha256:11ef7bb35dab8a394fde6e608221d5cf3e8499401c249bebaeaad760a1a8dec2"},
-    {file = "fsspec-2026.4.0.tar.gz", hash = "sha256:301d8ac70ae90ef3ad05dcf94d6c3754a097f9b5fe4667d2787aa359ec7df7e4"},
+    {file = "fsspec-2026.7.0-py3-none-any.whl", hash = "sha256:b57ddbafedfaef7018c1ecab32aa200a9d7ca26b77965f64e48b70061249d279"},
+    {file = "fsspec-2026.7.0.tar.gz", hash = "sha256:c803c40f4cf860b49dea58ee3e1c33cb9c790520e233537e1340049f89b82a88"},
 ]
 
 [package.extras]
@@ -1246,24 +1245,24 @@ dask = ["dask", "distributed"]
 dev = ["pre-commit", "ruff (>=0.5)"]
 doc = ["numpydoc", "sphinx", "sphinx-design", "sphinx-rtd-theme", "yarl"]
 dropbox = ["dropbox", "dropboxdrivefs", "requests"]
-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs (>2024.2.0)", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs (>2024.2.0)", "smbprotocol", "tqdm"]
+full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs (>=2026.4.0)", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs (>=2026.6.0)", "smbprotocol", "tqdm"]
 fuse = ["fusepy"]
-gcs = ["gcsfs (>2024.2.0)"]
+gcs = ["gcsfs (>=2026.4.0)"]
 git = ["pygit2"]
 github = ["requests"]
-gs = ["gcsfs"]
+gs = ["gcsfs (>=2026.4.0)"]
 gui = ["panel"]
 hdfs = ["pyarrow (>=1)"]
 http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)"]
 libarchive = ["libarchive-c"]
 oci = ["ocifs"]
-s3 = ["s3fs (>2024.2.0)"]
+s3 = ["s3fs (>=2026.6.0)"]
 sftp = ["paramiko"]
 smb = ["smbprotocol"]
 ssh = ["paramiko"]
 test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
 test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
-test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "backports-zstd ; python_version < \"3.14\"", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas (<3.0.0)", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard ; python_version < \"3.14\""]
+test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "backports-zstd ; python_version < \"3.14\"", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs (>=2026.4.0)", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas (<3.0.0)", "panel", "paramiko", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "s3fs (>=2026.6.0)", "smbprotocol", "tqdm", "urllib3", "zarr (<3.2.0)", "zstandard ; python_version < \"3.14\""]
 tqdm = ["tqdm"]
 
 [[package]]
@@ -1283,14 +1282,14 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.57"
+version = "3.1.61"
 description = "GitPython is a Python library used to interact with Git repositories"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
 files = [
-    {file = "gitpython-3.1.57-py3-none-any.whl", hash = "sha256:4ccf7d73c10f5c9e76043fbb2675ac5a1b3ff5b41e648f56bcbed5f63792ecaf"},
-    {file = "gitpython-3.1.57.tar.gz", hash = "sha256:c493ec57c0ef6b19743798b6a5af859c71814b524e7e6f97baa2f8e658961488"},
+    {file = "gitpython-3.1.61-py3-none-any.whl", hash = "sha256:8ab28c9da863cdd9e7d7694ec46cf3e6c9a12d8a30a1acd3447aec11975d530c"},
+    {file = "gitpython-3.1.61.tar.gz", hash = "sha256:f51c24d8c0f733a195447385f5774a5dfe8767f5acfd7994a33755644c6ecc95"},
 ]
 
 [package.dependencies]
@@ -1408,29 +1407,29 @@ license = ["ukkonen"]
 
 [[package]]
 name = "idna"
-version = "3.18"
+version = "3.19"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "idna-3.18-py3-none-any.whl", hash = "sha256:7f952cbe720b688055e3f87de14f5c3e5fdaa8bc3928985c4077ca689de849a2"},
-    {file = "idna-3.18.tar.gz", hash = "sha256:ffb385a7e039654cef1ab9ef32c6fafe283c0c0467bba1d9029738ce4a14a848"},
+    {file = "idna-3.19-py3-none-any.whl", hash = "sha256:815e7be7a7806d54abb586dc943addc79e8b2ee16915059658cbeff4b1b43bf4"},
+    {file = "idna-3.19.tar.gz", hash = "sha256:5e0811a4383b21dc5838069f801c4fb62113b7447663d2530d2bd6e77b49bf15"},
 ]
 
 [package.extras]
-all = ["mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+all = ["coverage (>=7.10.0)", "hypothesis (>=6.141.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.16.0)", "ty (>=0.0.37)"]
 
 [[package]]
 name = "imageio"
-version = "2.37.3"
+version = "2.37.4"
 description = "Read and write images and video across all major formats. Supports scientific and volumetric data."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "imageio-2.37.3-py3-none-any.whl", hash = "sha256:46f5bb8522cd421c0f5ae104d8268f569d856b29eb1a13b92829d1970f32c9f0"},
-    {file = "imageio-2.37.3.tar.gz", hash = "sha256:bbb37efbfc4c400fcd534b367b91fcd66d5da639aaa138034431a1c5e0a41451"},
+    {file = "imageio-2.37.4-py3-none-any.whl", hash = "sha256:1ab2e22c8debf700f24c3ac43e8f95f3b3a8110c83b93411e97b4b0b2cd1c7e6"},
+    {file = "imageio-2.37.4.tar.gz", hash = "sha256:e45cbc5e83502047fb138f7f585f7f105a136a57eea5f4b3cfc6ce1b52720bd3"},
 ]
 
 [package.dependencies]
@@ -1439,7 +1438,7 @@ pillow = ">=8.3.2"
 
 [package.extras]
 all-plugins = ["astropy", "av", "fsspec[http]", "imageio-ffmpeg", "numpy (>2)", "pillow-heif", "psutil", "rawpy", "tifffile"]
-all-plugins-pypy = ["fsspec[http]", "imageio-ffmpeg", "pillow-heif", "psutil", "tifffile"]
+all-plugins-pypy = ["fsspec[http]", "imageio-ffmpeg", "pillow-heif", "psutil"]
 dev = ["black", "flake8", "fsspec[github]", "pytest", "pytest-cov"]
 docs = ["numpydoc", "pydata-sphinx-theme", "sphinx (<6)"]
 ffmpeg = ["imageio-ffmpeg", "psutil"]
@@ -1503,32 +1502,31 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0,<10)", "pytest-asyn
 
 [[package]]
 name = "ipython"
-version = "9.14.1"
+version = "9.17.1"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.11"
 groups = ["dev"]
 files = [
-    {file = "ipython-9.14.1-py3-none-any.whl", hash = "sha256:5d4a9ecaa3b10e6e5f269dd0948bdb58ca9cb851899cd23e07c320d3eb11613c"},
-    {file = "ipython-9.14.1.tar.gz", hash = "sha256:f913bf74df06d458e46ced84ca506c23797590d594b236fe60b14df213291e7b"},
+    {file = "ipython-9.17.1-py3-none-any.whl", hash = "sha256:6d1645743cfd1a07eb695d85aa2b5fa66721f8cbae9431d4049f7084bbf06509"},
+    {file = "ipython-9.17.1.tar.gz", hash = "sha256:8919be8c27f20a6f4423145028063f6637b42a03ce57665bb12015ee1f073529"},
 ]
 
 [package.dependencies]
 colorama = {version = ">=0.4.4", markers = "sys_platform == \"win32\""}
-decorator = ">=5.1.0"
 ipython-pygments-lexers = ">=1.0.0"
 jedi = ">=0.18.2"
 matplotlib-inline = ">=0.1.6"
 pexpect = {version = ">4.6", markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""}
 prompt_toolkit = ">=3.0.41,<3.1.0"
-psutil = {version = ">=7", markers = "sys_platform != \"emscripten\""}
+psutil = {version = ">=7", markers = "sys_platform != \"emscripten\" and sys_platform != \"cygwin\""}
 pygments = ">=2.14.0"
 stack_data = ">=0.6.0"
 traitlets = ">=5.13.0"
 typing_extensions = {version = ">=4.6", markers = "python_version < \"3.12\""}
 
 [package.extras]
-all = ["argcomplete (>=3.0)", "ipython[doc,matplotlib,terminal,test,test-extra]", "types-decorator"]
+all = ["argcomplete (>=3.0)", "ipython[doc,matplotlib,test,test-extra]"]
 black = ["black"]
 doc = ["docrepr", "exceptiongroup", "intersphinx_registry", "ipykernel", "ipython[matplotlib,test]", "setuptools (>=80.0)", "sphinx (>=8.0)", "sphinx-rtd-theme (>=0.1.8)", "sphinx_toml (==0.0.4)", "typing_extensions"]
 matplotlib = ["matplotlib (>3.9)"]
@@ -1620,26 +1618,33 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "joblib"
-version = "1.5.3"
+version = "1.6.0"
 description = "Lightweight pipelining with Python functions"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "joblib-1.5.3-py3-none-any.whl", hash = "sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713"},
-    {file = "joblib-1.5.3.tar.gz", hash = "sha256:8561a3269e6801106863fd0d6d84bb737be9e7631e33aaed3fb9ce5953688da3"},
+    {file = "joblib-1.6.0-py3-none-any.whl", hash = "sha256:3dbbf9f6e4b592a2357b854608e980fe6390d131d7a82f011a377ef2ebef7aba"},
+    {file = "joblib-1.6.0.tar.gz", hash = "sha256:2ccc96785b12046c08fd6d55839c12857831b54a3c1673ffadd2f04bfc4eda03"},
 ]
 
+[package.dependencies]
+cloudpickle = ">=3.0"
+
+[package.extras]
+docs = ["distributed", "lz4", "matplotlib", "numpy", "numpydoc", "pandas", "psutil", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx-gallery", "tqdm"]
+test = ["distributed", "lz4", "memory_profiler", "numpy", "pytest", "pytest-asyncio", "pytest-cov", "pytest-run-parallel", "pytest-timeout", "threadpoolctl"]
+
 [[package]]
 name = "json5"
-version = "0.14.0"
+version = "0.15.0"
 description = "A Python implementation of the JSON5 data format."
 optional = false
 python-versions = ">=3.8.0"
 groups = ["dev"]
 files = [
-    {file = "json5-0.14.0-py3-none-any.whl", hash = "sha256:56cf861bab076b1178eb8c92e1311d273a9b9acea2ccc82c276abf839ebaef3a"},
-    {file = "json5-0.14.0.tar.gz", hash = "sha256:b3f492fad9f6cdbced8b7d40b28b9b1c9701c5f561bef0d33b81c2ff433fefcb"},
+    {file = "json5-0.15.0-py3-none-any.whl", hash = "sha256:56636a30c0e8a4665fe2179c0212f32eae3796dea89ea6f649b9436ecdb39618"},
+    {file = "json5-0.15.0.tar.gz", hash = "sha256:7424d1f1eb1d56da6e3d70643f53619862b4ce81440bdb8ecfd6f875e5ba4a71"},
 ]
 
 [[package]]
@@ -1700,16 +1705,36 @@ files = [
 [package.dependencies]
 referencing = ">=0.31.0"
 
+[[package]]
+name = "jupyter-builder"
+version = "1.2.2"
+description = "JupyterLab build tools"
+optional = false
+python-versions = ">=3.10"
+groups = ["dev"]
+files = [
+    {file = "jupyter_builder-1.2.2-py3-none-any.whl", hash = "sha256:6ebcd4c49daf5df6a18068a74a48010406700ed90a76c189fac43eaf85c60c63"},
+    {file = "jupyter_builder-1.2.2.tar.gz", hash = "sha256:b6cea88f58e44b2c5eba96f28d2e0d16fd453d3ca6dc9c4492ff8a1f2e97f601"},
+]
+
+[package.dependencies]
+jupyter-core = "*"
+traitlets = "*"
+
+[package.extras]
+dev = ["build", "hatch", "mypy", "pre-commit", "ruff (==0.16.0)"]
+test = ["copier (>=9.3,<10)", "coverage[toml] (>=7.10.6)", "deptry", "jinja2-time", "pytest (>=7.0)", "pytest-check-links (>=0.7)", "pytest-cov (>=7)"]
+
 [[package]]
 name = "jupyter-client"
-version = "8.9.1"
+version = "8.10.0"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "jupyter_client-8.9.1-py3-none-any.whl", hash = "sha256:0b7a295bc46e8751e9adae84781f726c851c1d911bd793edc4a3bde942e3da81"},
-    {file = "jupyter_client-8.9.1.tar.gz", hash = "sha256:a58f730dd9e728ba16ba1d62ebccf7ffe1ebbdbce4e95cfae941b7321ae1f4fa"},
+    {file = "jupyter_client-8.10.0-py3-none-any.whl", hash = "sha256:5f73f24f22fa25192cfff6b23c051932a2473a797b05734aff495b392103e14e"},
+    {file = "jupyter_client-8.10.0.tar.gz", hash = "sha256:9f7116294dca55f1785be880057d44544db9b1567718d92cb33c58886afb9497"},
 ]
 
 [package.dependencies]
@@ -1789,14 +1814,14 @@ jupyter_server = ">=1.1.2"
 
 [[package]]
 name = "jupyter-server"
-version = "2.20.0"
+version = "2.21.0"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "jupyter_server-2.20.0-py3-none-any.whl", hash = "sha256:c3b67c93c471e947c18b5026f04f21614218adb706df8f48227d3ee8e0a7cdcc"},
-    {file = "jupyter_server-2.20.0.tar.gz", hash = "sha256:b5778ba337d8015a3dc2b80803ecdd5ac18d3797fddf61a50ea5fb472b4ebe14"},
+    {file = "jupyter_server-2.21.0-py3-none-any.whl", hash = "sha256:2ae2e5ce5e97268553e25aebe040197455673d925b5fc7995477153318160cf7"},
+    {file = "jupyter_server-2.21.0.tar.gz", hash = "sha256:70d9a1883f57d3576ea17f4ce061ec1a7aad7ef388d00428cfb7f5e4f0022271"},
 ]
 
 [package.dependencies]
@@ -1846,14 +1871,14 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (>
 
 [[package]]
 name = "jupyterlab"
-version = "4.5.10"
+version = "4.6.3"
 description = "JupyterLab computational environment"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["dev"]
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 ]
 
 [package.dependencies]
 contourpy = ">=1.0.1"
 cycler = ">=0.10"
-fonttools = ">=4.22.0"
+fonttools = ">=4.28.2"
 kiwisolver = ">=1.3.1"
 numpy = ">=1.25"
 packaging = ">=20.0"
@@ -2303,14 +2352,14 @@ test = ["flake8", "matplotlib", "nbdime", "nbval", "notebook", "pytest"]
 
 [[package]]
 name = "mistune"
-version = "3.3.0"
+version = "3.3.4"
 description = "A sane and fast Markdown parser with useful plugins and renderers"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 ]
 
 [[package]]
@@ -2345,21 +2394,21 @@ files = [
 
 [[package]]
 name = "narwhals"
-version = "2.22.1"
+version = "2.25.0"
 description = "Extremely lightweight compatibility layer between dataframe libraries"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [package.extras]
 cudf = ["cudf-cu12 (>=24.10.0) ; sys_platform == \"linux\""]
 dask = ["dask[dataframe] (>=2024.8)"]
 duckdb = ["duckdb (>=1.1)"]
-ibis = ["ibis-framework (>=6.0.0)", "packaging (>=21.3)", "pyarrow-hotfix (>=0.7)", "rich (>=12.4.4)"]
+ibis = ["ibis-framework (>=6.0.0)", "packaging (>=21.3)", "pyarrow-hotfix (>=0.7)"]
 modin = ["modin (>=0.22.0)"]
 pandas = ["pandas (>=1.3.4)"]
 polars = ["polars (>=0.20.4)"]
@@ -2431,14 +2480,14 @@ webpdf = ["playwright"]
 
 [[package]]
 name = "nbformat"
-version = "5.10.4"
+version = "5.11.1"
 description = "The Jupyter Notebook format"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -2448,8 +2497,8 @@ jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 traitlets = ">=5.1"
 
 [package.extras]
-docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
-test = ["pep440", "pre-commit", "pytest", "testpath"]
+docs = ["intersphinx-registry", "myst-parser", "pydata-sphinx-theme", "sphinx", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
+test = ["packaging", "pre-commit", "pytest", "testpath"]
 
 [[package]]
 name = "nest-asyncio2"
@@ -2500,19 +2549,20 @@ files = [
 
 [[package]]
 name = "notebook"
-version = "7.5.7"
+version = "7.6.2"
 description = "Jupyter Notebook - A web-based notebook environment for interactive computing"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["dev"]
 files = [
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+    {file = "notebook-7.6.2.tar.gz", hash = "sha256:cc02b5f0bb972160cccfe44ad8a1a202036206ba3439469c514f03aefa9ae807"},
 ]
 
 [package.dependencies]
-jupyter-server = ">=2.4.0,<3"
-jupyterlab = ">=4.5.8,<4.6"
+jupyter-builder = ">=1.0.2,<2"
+jupyter-server = ">=2.19.0,<3"
+jupyterlab = ">=4.6.3,<4.7"
 jupyterlab-server = ">=2.28.0,<3"
 notebook-shim = ">=0.2,<0.3"
 tornado = ">=6.2.0"
@@ -2520,7 +2570,7 @@ tornado = ">=6.2.0"
 [package.extras]
 dev = ["hatch", "pre-commit"]
 docs = ["myst-parser", "nbsphinx", "pydata-sphinx-theme", "sphinx (>=1.3.6)", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
-test = ["importlib-resources (>=5.0) ; python_version < \"3.10\"", "ipykernel", "jupyter-server[test] (>=2.4.0,<3)", "jupyterlab-server[test] (>=2.28.0,<3)", "nbval", "pytest (>=7.0)", "pytest-console-scripts", "pytest-timeout", "pytest-tornasync", "requests"]
+test = ["ipykernel", "jupyter-server[test] (>=2.19.0,<3)", "jupyterlab-server[test] (>=2.28.0,<3)", "nbval", "pytest (>=7.0)", "pytest-console-scripts", "pytest-timeout", "pytest-tornasync", "requests"]
 
 [[package]]
 name = "notebook-shim"
@@ -2542,42 +2592,43 @@ test = ["pytest", "pytest-console-scripts", "pytest-jupyter", "pytest-tornasync"
 
 [[package]]
 name = "numba"
-version = "0.65.1"
+version = "0.67.0"
 description = "compiling Python code using LLVM"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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-numpy = ">=1.22,<2.5"
+llvmlite = "==0.49.*"
+numpy = ">=1.22,<2.6"
 
 [[package]]
 name = "numpy"
@@ -2663,284 +2714,246 @@ files = [
 
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 description = "CUBLAS native runtime libraries"
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 python-versions = ">=3"
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 [package.dependencies]
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 ]
 
+[package.dependencies]
+nvidia-cuda-nvrtc = "*"
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 [[package]]
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 ]
 
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 description = "NVRTC native runtime libraries"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
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 ]
 
 [[package]]
-name = "nvidia-cuda-nvrtc-cu12"
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+name = "nvidia-cuda-nvrtc"
+version = "13.3.33"
 description = "NVRTC native runtime libraries"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "platform_system == \"Linux\" and (sys_platform == \"win32\" or sys_platform == \"linux\")"
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 ]
 
 [[package]]
-name = "nvidia-cuda-runtime-cu12"
-version = "12.8.90"
+name = "nvidia-cuda-runtime"
+version = "13.0.96"
 description = "CUDA Runtime native Libraries"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "platform_system == \"Linux\" and (sys_platform == \"win32\" or sys_platform == \"linux\")"
-files = [
-    {file = "nvidia_cuda_runtime_cu12-12.8.90-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:52bf7bbee900262ffefe5e9d5a2a69a30d97e2bc5bb6cc866688caa976966e3d"},
-    {file = "nvidia_cuda_runtime_cu12-12.8.90-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:adade8dcbd0edf427b7204d480d6066d33902cab2a4707dcfc48a2d0fd44ab90"},
-    {file = "nvidia_cuda_runtime_cu12-12.8.90-py3-none-win_amd64.whl", hash = "sha256:c0c6027f01505bfed6c3b21ec546f69c687689aad5f1a377554bc6ca4aa993a8"},
-]
-
-[[package]]
-name = "nvidia-cudnn-cu12"
-version = "9.19.0.56"
-description = "cuDNN runtime libraries"
-optional = false
-python-versions = ">=3"
-groups = ["main"]
-markers = "sys_platform != \"darwin\" and platform_system == \"Linux\""
+markers = "(sys_platform == \"linux\" or sys_platform == \"win32\") and (sys_platform == \"linux\" or platform_machine == \"x86_64\") and platform_system == \"Linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\")"
 files = [
-    {file = "nvidia_cudnn_cu12-9.19.0.56-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:08caaf27fe556aca82a3ee3b5aa49a77e7de0cfcb7ff4e5c29da426387a8267e"},
-    {file = "nvidia_cudnn_cu12-9.19.0.56-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:ac6ad90a075bb33a94f2b4cf4622eac13dd4dc65cf6dd9c7572a318516a36625"},
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+    {file = "nvidia_cuda_runtime-13.0.96-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:ef9bcbe90493a2b9d810e43d249adb3d02e98dd30200d86607d8d02687c43f55"},
+    {file = "nvidia_cuda_runtime-13.0.96-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7f82250d7782aa23b6cfe765ecc7db554bd3c2870c43f3d1821f1d18aebf0548"},
+    {file = "nvidia_cuda_runtime-13.0.96-py3-none-win_amd64.whl", hash = "sha256:f79298c8a098cec150a597c8eba58ecdab96e3bdc4b9bc4f9983635031740492"},
 ]
 
-[package.dependencies]
-nvidia-cublas-cu12 = "*"
-
 [[package]]
 name = "nvidia-cudnn-cu13"
-version = "9.19.0.56"
+version = "9.24.0.43"
 description = "cuDNN runtime libraries"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "sys_platform == \"darwin\" and platform_system == \"Linux\""
+markers = "platform_system == \"Linux\""
 files = [
-    {file = "nvidia_cudnn_cu13-9.19.0.56-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:6ed29ffaee1176c612daf442e4dd6cfeb6a0caa43ddcbeb59da94953030b1be4"},
-    {file = "nvidia_cudnn_cu13-9.19.0.56-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:d20e1734305e9d68889a96e3f35094d733ff1f83932ebe462753973e53a572bf"},
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+    {file = "nvidia_cudnn_cu13-9.24.0.43-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:a6812a554a1ff0413e9c52b84c26c050380649ab9615f9c16bded368ce9f421f"},
+    {file = "nvidia_cudnn_cu13-9.24.0.43-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:71f181cd810e90f9b6023b01186fe82d13d65f0ec098581ee201d39fad769e4b"},
+    {file = "nvidia_cudnn_cu13-9.24.0.43-py3-none-win_amd64.whl", hash = "sha256:67a7273b5cf062f9446fd76cf464351a1c0f66501e6cd78f6675c0d604d8ac87"},
 ]
 
 [package.dependencies]
 nvidia-cublas = "*"
 
 [[package]]
-name = "nvidia-cufft-cu12"
-version = "11.3.3.83"
+name = "nvidia-cufft"
+version = "12.0.0.61"
 description = "CUFFT native runtime libraries"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "platform_system == \"Linux\" and (sys_platform == \"win32\" or sys_platform == \"linux\")"
+markers = "(sys_platform == \"linux\" or sys_platform == \"win32\") and (sys_platform == \"linux\" or platform_machine == \"x86_64\") and platform_system == \"Linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\")"
 files = [
-    {file = "nvidia_cufft_cu12-11.3.3.83-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:848ef7224d6305cdb2a4df928759dca7b1201874787083b6e7550dd6765ce69a"},
-    {file = "nvidia_cufft_cu12-11.3.3.83-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4d2dd21ec0b88cf61b62e6b43564355e5222e4a3fb394cac0db101f2dd0d4f74"},
-    {file = "nvidia_cufft_cu12-11.3.3.83-py3-none-win_amd64.whl", hash = "sha256:7a64a98ef2a7c47f905aaf8931b69a3a43f27c55530c698bb2ed7c75c0b42cb7"},
+    {file = "nvidia_cufft-12.0.0.61-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:2708c852ef8cd89d1d2068bdbece0aa188813a0c934db3779b9b1faa8442e5f5"},
+    {file = "nvidia_cufft-12.0.0.61-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:6c44f692dce8fd5ffd3e3df134b6cdb9c2f72d99cf40b62c32dde45eea9ddad3"},
+    {file = "nvidia_cufft-12.0.0.61-py3-none-win_amd64.whl", hash = "sha256:2abce5b39d2f5ae12730fb7e5db6696533e36c26e2d3e8fd1750bdd2853364eb"},
 ]
 
 [package.dependencies]
-nvidia-nvjitlink-cu12 = "*"
+nvidia-nvjitlink = "*"
 
 [[package]]
-name = "nvidia-cufile-cu12"
-version = "1.13.1.3"
+name = "nvidia-cufile"
+version = "1.15.1.6"
 description = "cuFile GPUDirect libraries"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "platform_system == \"Linux\" and sys_platform == \"linux\""
+markers = "sys_platform == \"linux\" and platform_system == \"Linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\")"
 files = [
-    {file = "nvidia_cufile_cu12-1.13.1.3-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:1d069003be650e131b21c932ec3d8969c1715379251f8d23a1860554b1cb24fc"},
-    {file = "nvidia_cufile_cu12-1.13.1.3-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:4beb6d4cce47c1a0f1013d72e02b0994730359e17801d395bdcbf20cfb3bb00a"},
+    {file = "nvidia_cufile-1.15.1.6-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:08a3ecefae5a01c7f5117351c64f17c7c62efa5fffdbe24fc7d298da19cd0b44"},
+    {file = "nvidia_cufile-1.15.1.6-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:bdc0deedc61f548bddf7733bdc216456c2fdb101d020e1ab4b88d232d5e2f6d1"},
 ]
 
 [[package]]
-name = "nvidia-curand-cu12"
-version = "10.3.9.90"
+name = "nvidia-curand"
+version = "10.4.0.35"
 description = "CURAND native runtime libraries"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "platform_system == \"Linux\" and (sys_platform == \"win32\" or sys_platform == \"linux\")"
+markers = "(sys_platform == \"linux\" or sys_platform == \"win32\") and (sys_platform == \"linux\" or platform_machine == \"x86_64\") and platform_system == \"Linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\")"
 files = [
-    {file = "nvidia_curand_cu12-10.3.9.90-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:dfab99248034673b779bc6decafdc3404a8a6f502462201f2f31f11354204acd"},
-    {file = "nvidia_curand_cu12-10.3.9.90-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:b32331d4f4df5d6eefa0554c565b626c7216f87a06a4f56fab27c3b68a830ec9"},
-    {file = "nvidia_curand_cu12-10.3.9.90-py3-none-win_amd64.whl", hash = "sha256:f149a8ca457277da854f89cf282d6ef43176861926c7ac85b2a0fbd237c587ec"},
+    {file = "nvidia_curand-10.4.0.35-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:133df5a7509c3e292aaa2b477afd0194f06ce4ea24d714d616ff36439cee349a"},
+    {file = "nvidia_curand-10.4.0.35-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:1aee33a5da6e1db083fe2b90082def8915f30f3248d5896bcec36a579d941bfc"},
+    {file = "nvidia_curand-10.4.0.35-py3-none-win_amd64.whl", hash = "sha256:65b1710aa6961d326b411e314b374290904c5ddf41dc3f766ebc3f1d7d4ca69f"},
 ]
 
 [[package]]
-name = "nvidia-cusolver-cu12"
-version = "11.7.3.90"
+name = "nvidia-cusolver"
+version = "12.0.4.66"
 description = "CUDA solver native runtime libraries"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "platform_system == \"Linux\" and (sys_platform == \"win32\" or sys_platform == \"linux\")"
+markers = "(sys_platform == \"linux\" or sys_platform == \"win32\") and (sys_platform == \"linux\" or platform_machine == \"x86_64\") and platform_system == \"Linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\")"
 files = [
-    {file = "nvidia_cusolver_cu12-11.7.3.90-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:db9ed69dbef9715071232caa9b69c52ac7de3a95773c2db65bdba85916e4e5c0"},
-    {file = "nvidia_cusolver_cu12-11.7.3.90-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:4376c11ad263152bd50ea295c05370360776f8c3427b30991df774f9fb26c450"},
-    {file = "nvidia_cusolver_cu12-11.7.3.90-py3-none-win_amd64.whl", hash = "sha256:4a550db115fcabc4d495eb7d39ac8b58d4ab5d8e63274d3754df1c0ad6a22d34"},
+    {file = "nvidia_cusolver-12.0.4.66-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:02c2457eaa9e39de20f880f4bd8820e6a1cfb9f9a34f820eb12a155aa5bc92d2"},
+    {file = "nvidia_cusolver-12.0.4.66-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:0a759da5dea5c0ea10fd307de75cdeb59e7ea4fcb8add0924859b944babf1112"},
+    {file = "nvidia_cusolver-12.0.4.66-py3-none-win_amd64.whl", hash = "sha256:16515bd33a8e76bb54d024cfa068fa68d30e80fc34b9e1090813ea9362e0cb65"},
 ]
 
 [package.dependencies]
-nvidia-cublas-cu12 = "*"
-nvidia-cusparse-cu12 = "*"
-nvidia-nvjitlink-cu12 = "*"
+nvidia-cublas = "*"
+nvidia-cusparse = "*"
+nvidia-nvjitlink = "*"
 
 [[package]]
-name = "nvidia-cusparse-cu12"
-version = "12.5.8.93"
+name = "nvidia-cusparse"
+version = "12.6.3.3"
 description = "CUSPARSE native runtime libraries"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "platform_system == \"Linux\" and (sys_platform == \"win32\" or sys_platform == \"linux\")"
+markers = "(sys_platform == \"linux\" or sys_platform == \"win32\") and (sys_platform == \"linux\" or platform_machine == \"x86_64\") and platform_system == \"Linux\" and (platform_machine == \"aarch64\" or platform_machine == \"x86_64\")"
 files = [
-    {file = "nvidia_cusparse_cu12-12.5.8.93-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:9b6c161cb130be1a07a27ea6923df8141f3c295852f4b260c65f18f3e0a091dc"},
-    {file = "nvidia_cusparse_cu12-12.5.8.93-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:1ec05d76bbbd8b61b06a80e1eaf8cf4959c3d4ce8e711b65ebd0443bb0ebb13b"},
-    {file = "nvidia_cusparse_cu12-12.5.8.93-py3-none-win_amd64.whl", hash = "sha256:9a33604331cb2cac199f2e7f5104dfbb8a5a898c367a53dfda9ff2acb6b6b4dd"},
+    {file = "nvidia_cusparse-12.6.3.3-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:80bcc4662f23f1054ee334a15c72b8940402975e0eab63178fc7e670aa59472c"},
+    {file = "nvidia_cusparse-12.6.3.3-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:2b3c89c88d01ee0e477cb7f82ef60a11a4bcd57b6b87c33f789350b59759360b"},
+    {file = "nvidia_cusparse-12.6.3.3-py3-none-win_amd64.whl", hash = "sha256:cbcf42feb737bd7ec15b4c0a63e62351886bd3f975027b8815d7f720a2b5ea79"},
 ]
 
 [package.dependencies]
-nvidia-nvjitlink-cu12 = "*"
+nvidia-nvjitlink = "*"
 
 [[package]]
-name = "nvidia-cusparselt-cu12"
-version = "0.7.1"
-description = "NVIDIA cuSPARSELt"
+name = "nvidia-cusparse"
+version = "12.8.2.51"
+description = "CUSPARSE native runtime libraries"
 optional = false
-python-versions = "*"
+python-versions = ">=3"
 groups = ["main"]
-markers = "sys_platform != \"darwin\" and platform_system == \"Linux\""
+markers = "<empty>"
 files = [
-    {file = "nvidia_cusparselt_cu12-0.7.1-py3-none-manylinux2014_aarch64.whl", hash = "sha256:8878dce784d0fac90131b6817b607e803c36e629ba34dc5b433471382196b6a5"},
-    {file = "nvidia_cusparselt_cu12-0.7.1-py3-none-manylinux2014_x86_64.whl", hash = "sha256:f1bb701d6b930d5a7cea44c19ceb973311500847f81b634d802b7b539dc55623"},
-    {file = "nvidia_cusparselt_cu12-0.7.1-py3-none-win_amd64.whl", hash = "sha256:f67fbb5831940ec829c9117b7f33807db9f9678dc2a617fbe781cac17b4e1075"},
+    {file = "nvidia_cusparse-12.8.2.51-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:00469fcf62c4d464a1225abd9b20864ecff35e3fbc9fb992572e83d358927755"},
+    {file = "nvidia_cusparse-12.8.2.51-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:65cbcc4e37a34fca4ee7df2fd57da103593842cda1bbb4a144664ecfe59873a5"},
+    {file = "nvidia_cusparse-12.8.2.51-py3-none-win_amd64.whl", hash = "sha256:2ee59291cd362038f3d40d57c7cd09b26d689f3873ae5c94b31c3270772d41b8"},
 ]
 
+[package.dependencies]
+nvidia-nvjitlink = "*"
+
 [[package]]
 name = "nvidia-cusparselt-cu13"
-version = "0.8.0"
+version = "0.8.1"
 description = "NVIDIA cuSPARSELt"
 optional = false
 python-versions = "*"
 groups = ["main"]
-markers = "sys_platform == \"darwin\" and platform_system == \"Linux\""
-files = [
-    {file = "nvidia_cusparselt_cu13-0.8.0-py3-none-manylinux2014_aarch64.whl", hash = "sha256:400c6ed1cf6780fc6efedd64ec9f1345871767e6a1a0a552a1ea0578117ea77c"},
-    {file = "nvidia_cusparselt_cu13-0.8.0-py3-none-manylinux2014_x86_64.whl", hash = "sha256:25e30a8a7323935d4ad0340b95a0b69926eee755767e8e0b1cf8dd85b197d3fd"},
-    {file = "nvidia_cusparselt_cu13-0.8.0-py3-none-win_amd64.whl", hash = "sha256:e80212ed7b1afc97102fbb2b5c82487aa73f6a0edfa6d26c5a152593e520bb8f"},
-]
-
-[[package]]
-name = "nvidia-nccl-cu12"
-version = "2.28.9"
-description = "NVIDIA Collective Communication Library (NCCL) Runtime"
-optional = false
-python-versions = ">=3"
-groups = ["main"]
-markers = "sys_platform != \"darwin\" and platform_system == \"Linux\""
+markers = "platform_system == \"Linux\""
 files = [
-    {file = "nvidia_nccl_cu12-2.28.9-py3-none-manylinux_2_18_aarch64.whl", hash = "sha256:50a36e01c4a090b9f9c47d92cec54964de6b9fcb3362d0e19b8ffc6323c21b60"},
-    {file = "nvidia_nccl_cu12-2.28.9-py3-none-manylinux_2_18_x86_64.whl", hash = "sha256:485776daa8447da5da39681af455aa3b2c2586ddcf4af8772495e7c532c7e5ab"},
+    {file = "nvidia_cusparselt_cu13-0.8.1-py3-none-manylinux2014_aarch64.whl", hash = "sha256:4dca476c50bf4780d46cd0bfbd82e2bc10a08e4fef7950917ce8d7578d22a23f"},
+    {file = "nvidia_cusparselt_cu13-0.8.1-py3-none-manylinux2014_x86_64.whl", hash = "sha256:786ce87568c303fadb5afcc7102d454cd3040d75f6f8626f5db460d1871f4dd0"},
+    {file = "nvidia_cusparselt_cu13-0.8.1-py3-none-win_amd64.whl", hash = "sha256:dccbd362f91a7b9024d1f55ee9f548ac065027ff15d8c8b0db889ab3a8f31215"},
 ]
 
 [[package]]
 name = "nvidia-nccl-cu13"
-version = "2.28.9"
+version = "2.30.7"
 description = "NVIDIA Collective Communication Library (NCCL) Runtime"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "sys_platform == \"darwin\" and platform_system == \"Linux\""
+markers = "platform_system == \"Linux\""
 files = [
-    {file = "nvidia_nccl_cu13-2.28.9-py3-none-manylinux_2_18_aarch64.whl", hash = "sha256:01c873ba1626b54caa12272ed228dc5b2781545e0ae8ba3f432a8ef1c6d78643"},
-    {file = "nvidia_nccl_cu13-2.28.9-py3-none-manylinux_2_18_x86_64.whl", hash = "sha256:e4553a30f34195f3fa1da02a6da3d6337d28f2003943aa0a3d247bbc25fefc42"},
+    {file = "nvidia_nccl_cu13-2.30.7-py3-none-manylinux_2_18_aarch64.whl", hash = "sha256:ca786ffa5a647c75d4d1f5cc72a6c4f537947e2ba8823d7c8aaf768e7a7b9f77"},
+    {file = "nvidia_nccl_cu13-2.30.7-py3-none-manylinux_2_18_x86_64.whl", hash = "sha256:cefa7fdb9710efd0f39c5f1be1d61ff6fc9a996c451265bd7fbdcf9455ed4b50"},
 ]
 
 [[package]]
-name = "nvidia-nvjitlink-cu12"
-version = "12.8.93"
+name = "nvidia-nvjitlink"
+version = "13.3.33"
 description = "Nvidia JIT LTO Library"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "platform_system == \"Linux\" and (sys_platform == \"win32\" or sys_platform == \"linux\")"
-files = [
-    {file = "nvidia_nvjitlink_cu12-12.8.93-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl", hash = "sha256:81ff63371a7ebd6e6451970684f916be2eab07321b73c9d244dc2b4da7f73b88"},
-    {file = "nvidia_nvjitlink_cu12-12.8.93-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:adccd7161ace7261e01bb91e44e88da350895c270d23f744f0820c818b7229e7"},
-    {file = "nvidia_nvjitlink_cu12-12.8.93-py3-none-win_amd64.whl", hash = "sha256:bd93fbeeee850917903583587f4fc3a4eafa022e34572251368238ab5e6bd67f"},
-]
-
-[[package]]
-name = "nvidia-nvshmem-cu12"
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 python-versions = ">=3"
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-markers = "sys_platform == \"darwin\" and platform_system == \"Linux\""
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 ]
 
 [package.dependencies]
@@ -3101,7 +3109,7 @@ postgresql = ["SQLAlchemy (>=2.0.36)", "adbc-driver-postgresql (>=1.2.0)", "psyc
 pyarrow = ["pyarrow (>=13.0.0)"]
 spss = ["pyreadstat (>=1.2.8)"]
 sql-other = ["SQLAlchemy (>=2.0.36)", "adbc-driver-postgresql (>=1.2.0)", "adbc-driver-sqlite (>=1.2.0)"]
-test = ["hypothesis (>=6.116.0)", "pytest (>=8.3.4)", "pytest-xdist (>=3.6.1)"]
+test = ["hypothesis (>=6.116.0)", "pytest (>=8.3.4,<9.1)", "pytest-xdist (>=3.6.1)"]
 timezone = ["pytz (>=2020.1)"]
 xml = ["lxml (>=5.3.0)"]
 
@@ -3273,14 +3281,14 @@ xmp = ["defusedxml"]
 
 [[package]]
 name = "platformdirs"
-version = "4.10.0"
+version = "4.11.7"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
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 ]
 
 [[package]]
@@ -3301,14 +3309,14 @@ testing = ["coverage", "pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pre-commit"
-version = "4.6.0"
+version = "4.6.2"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3320,14 +3328,14 @@ virtualenv = ">=20.10.0"
 
 [[package]]
 name = "prometheus-client"
-version = "0.25.0"
+version = "0.26.0"
 description = "Python client for the Prometheus monitoring system."
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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 ]
 
 [package.extras]
@@ -3337,35 +3345,35 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.52"
+version = "3.0.53"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
-wcwidth = "*"
+wcwidth = ">=0.1.4"
 
 [[package]]
 name = "protobuf"
-version = "7.35.1"
+version = "7.36.1"
 description = ""
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [[package]]
@@ -3410,7 +3418,7 @@ description = "Run a subprocess in a pseudo terminal"
 optional = false
 python-versions = "*"
 groups = ["dev"]
-markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\" or os_name != \"nt\""
+markers = "os_name != \"nt\" or sys_platform != \"win32\" and sys_platform != \"emscripten\""
 files = [
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@@ -3458,14 +3466,14 @@ files = [
 
 [[package]]
 name = "pygments"
-version = "2.20.0"
+version = "2.21.0"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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 ]
 
 [package.extras]
@@ -3488,14 +3496,14 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
-version = "9.1.0"
+version = "9.1.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3525,39 +3533,31 @@ six = ">=1.5"
 
 [[package]]
 name = "python-discovery"
-version = "1.4.2"
+version = "1.6.0"
 description = "Python interpreter discovery"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 [package.dependencies]
@@ -3913,154 +3907,140 @@ testing = ["pytest (>=8.3.5)"]
 
 [[package]]
 name = "rpds-py"
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+version = "2026.6.3"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.11"
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 python-versions = ">=3.8"
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@@ -4308,24 +4288,24 @@ test = ["pytest (>=8)"]
 
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+enabler = ["pytest-enabler (>=3.4)"]
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 [[package]]
 name = "six"
@@ -4353,14 +4333,14 @@ files = [
 
 [[package]]
 name = "soupsieve"
-version = "2.8.4"
+version = "2.9.2"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = false
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 groups = ["dev"]
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 [[package]]
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 [package.dependencies]
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+nvidia-cusparselt-cu13 = {version = "0.8.1", markers = "platform_system == \"Linux\""}
+nvidia-nccl-cu13 = {version = "2.30.7", markers = "platform_system == \"Linux\""}
 nvidia-nvshmem-cu13 = {version = "3.4.5", markers = "platform_system == \"Linux\""}
-setuptools = "<82"
+setuptools = ">=77.0.3"
 sympy = ">=1.13.3"
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+triton = {version = ">=3.8.0,<3.9.0", markers = "platform_system == \"Linux\" and python_version < \"3.15\""}
 typing-extensions = ">=4.10.0"
 
 [package.extras]
@@ -4556,50 +4532,53 @@ pyyaml = ["pyyaml"]
 
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 python-versions = ">=3.10"
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 typing-extensions = ">=4.10.0"
 
 [package.extras]
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-reference = "torch+cu128"
+url = "https://download.pytorch.org/whl/cu130"
+reference = "torch+cu130"
 
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 [package.dependencies]
 numpy = "*"
 pillow = ">=5.3.0,<8.3.dev0 || >=8.4.dev0"
-torch = "2.11.0"
+torch = "2.14.0"
 
 [package.extras]
 gdown = ["gdown (>=4.7.3)"]
@@ -4738,40 +4637,43 @@ scipy = ["scipy"]
 
 [[package]]
 name = "torchvision"
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 description = "image and video datasets and models for torch deep learning"
 optional = false
 python-versions = ">=3.10,!=3.14.1"
 groups = ["main"]
 markers = "sys_platform != \"darwin\""
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 ]
 
 [package.dependencies]
 numpy = "*"
 pillow = ">=5.3.0,<8.3.dev0 || >=8.4.dev0"
-torch = "2.11.0"
+torch = "2.14.0"
 
 [package.extras]
 gdown = ["gdown (>=4.7.3)"]
@@ -4779,46 +4681,45 @@ scipy = ["scipy"]
 
 [package.source]
 type = "legacy"
-url = "https://download.pytorch.org/whl/cu128"
-reference = "torch+cu128"
+url = "https://download.pytorch.org/whl/cu130"
+reference = "torch+cu130"
 
 [[package]]
 name = "tornado"
-version = "6.5.7"
+version = "6.5.8"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
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 ]
 
 [[package]]
 name = "tqdm"
-version = "4.68.2"
+version = "4.70.0"
 description = "Fast, Extensible Progress Meter"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main"]
 files = [
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-    {file = "tqdm-4.68.2.tar.gz", hash = "sha256:89c230e8dbc67c7615c142487111222f878c77427ea09549960f62389e258add"},
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 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["nbval", "pytest (>=6)", "pytest-asyncio (>=0.24)", "pytest-cov", "pytest-timeout"]
 discord = ["envwrap", "requests"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["envwrap", "slack-sdk"]
@@ -4826,72 +4727,65 @@ telegram = ["envwrap", "requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.15.1"
+version = "5.16.1"
 description = "Traitlets Python configuration system"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["dev"]
 files = [
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 ]
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
-test = ["argcomplete (>=3.0.3)", "mypy (>=1.17.0,<1.19)", "pre-commit", "pytest (>=7.0,<8.2)", "pytest-mock", "pytest-mypy-testing"]
+test = ["argcomplete (>=3.0.3) ; python_version < \"3.12\"", "argcomplete (>=3.5.2) ; python_version >= \"3.12\"", "mypy (>=2.0) ; implementation_name != \"pypy\"", "pre-commit", "pytest (>=7.0,<10.0)", "pytest-mock", "pytest-mypy-testing ; implementation_name != \"pypy\""]
 
 [[package]]
 name = "triton"
-version = "3.6.0"
+version = "3.8.0"
 description = "A language and compiler for custom Deep Learning operations"
 optional = false
 python-versions = "<3.15,>=3.10"
 groups = ["main"]
 markers = "platform_system == \"Linux\""
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+    {file = "triton-3.8.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:74217bb56ed8692759227758e4c4b3bd2d608a209c1a7a081bf361fb4c2c1bf9"},
 ]
 
-[package.extras]
-build = ["cmake (>=3.20,<4.0)", "lit"]
-tests = ["autopep8", "isort", "llnl-hatchet", "numpy", "pytest", "pytest-forked", "pytest-xdist", "scipy (>=1.7.1)"]
-tutorials = ["matplotlib", "pandas", "tabulate"]
-
 [[package]]
 name = "typing-extensions"
-version = "4.15.0"
+version = "4.16.0"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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+    {file = "typing_extensions-4.16.0-py3-none-any.whl", hash = "sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8"},
+    {file = "typing_extensions-4.16.0.tar.gz", hash = "sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5"},
 ]
 
 [[package]]
 name = "tzdata"
-version = "2026.2"
+version = "2026.3"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 groups = ["main", "dev"]
 files = [
-    {file = "tzdata-2026.2-py2.py3-none-any.whl", hash = "sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7"},
-    {file = "tzdata-2026.2.tar.gz", hash = "sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10"},
+    {file = "tzdata-2026.3-py2.py3-none-any.whl", hash = "sha256:dc096730c87af6cab1b171c9d532be840741ff5d459015e7f6947bd7d7e54931"},
+    {file = "tzdata-2026.3.tar.gz", hash = "sha256:4a1518b8993086a7982523e071643f3c0e5f213e75b21318e78bcabfff9d1415"},
 ]
 markers = {main = "sys_platform == \"win32\" or sys_platform == \"emscripten\""}
 
@@ -4930,32 +4824,32 @@ zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""]
 
 [[package]]
 name = "virtualenv"
-version = "21.5.0"
+version = "21.7.8"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "virtualenv-21.5.0-py3-none-any.whl", hash = "sha256:8f7c38605023688c89789f566959006af6d61c99eeeb9e58342eb780c5761e5e"},
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+    {file = "virtualenv-21.7.8-py3-none-any.whl", hash = "sha256:3040eb3cbf5d32b10ffd57d167e6a162237ad82ba7d8cf1400a1efed593d85ac"},
+    {file = "virtualenv-21.7.8.tar.gz", hash = "sha256:1dc49c790072a9072cb1803f9bd62aa69cd583077cada32390f75505cdc64c9b"},
 ]
 
 [package.dependencies]
 distlib = ">=0.3.7,<1"
 filelock = {version = ">=3.24.2,<4", markers = "python_version >= \"3.10\""}
 platformdirs = ">=3.9.1,<5"
-python-discovery = ">=1.4.2"
+python-discovery = ">=1.6"
 
 [[package]]
 name = "wcwidth"
-version = "0.8.1"
+version = "0.8.3"
 description = "Measures the displayed width of unicode strings in a terminal"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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-    {file = "wcwidth-0.8.1.tar.gz", hash = "sha256:faf5b4a5366a72dc49cad48cdf21f52bdf63bdda995178e483ba247ff79089b9"},
+    {file = "wcwidth-0.8.3-py3-none-any.whl", hash = "sha256:d5b73dba6158a595ec9370350e7f2637bcac8d6c5e4fde34f30fcffb6103a5e4"},
+    {file = "wcwidth-0.8.3.tar.gz", hash = "sha256:d128512515fbf4612e0ff21fd6380399210318b7b54a9af59dff8454cf9730eb"},
 ]
 
 [[package]]
@@ -4972,26 +4866,30 @@ files = [
 
 [[package]]
 name = "webencodings"
-version = "0.5.1"
+version = "0.6.1"
 description = "Character encoding aliases for legacy web content"
 optional = false
-python-versions = "*"
+python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
-    {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
+    {file = "webencodings-0.6.1-py3-none-any.whl", hash = "sha256:7fab6269c8bf237c657876b52058ccb182e861518d1c695c1a9aaa8c1c105d5b"},
+    {file = "webencodings-0.6.1.tar.gz", hash = "sha256:565f9ad031c702dae404e27a099e3e09186a3ab1b9520f06d215502b651fd910"},
 ]
 
+[package.extras]
+doc = ["furo", "sphinx"]
+test = ["pytest", "ruff"]
+
 [[package]]
 name = "websocket-client"
-version = "1.9.0"
+version = "1.9.2"
 description = "WebSocket client for Python with low level API options"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "websocket_client-1.9.0-py3-none-any.whl", hash = "sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef"},
-    {file = "websocket_client-1.9.0.tar.gz", hash = "sha256:9e813624b6eb619999a97dc7958469217c3176312b3a16a4bd1bc7e08a46ec98"},
+    {file = "websocket_client-1.9.2-py3-none-any.whl", hash = "sha256:e1a673830a9c7bfa47b1cd3d5e4178f4c9651d80a4eab02c9c23a1c3ec6250ce"},
+    {file = "websocket_client-1.9.2.tar.gz", hash = "sha256:0fcb57545848be86992e128218fd96dd87a6769ffdb1a968dff79632b85604d0"},
 ]
 
 [package.extras]
@@ -5001,14 +4899,14 @@ test = ["pytest", "websockets"]
 
 [[package]]
 name = "wheel"
-version = "0.47.0"
+version = "0.48.0"
 description = "Command line tool for manipulating wheel files"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "wheel-0.47.0-py3-none-any.whl", hash = "sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"},
-    {file = "wheel-0.47.0.tar.gz", hash = "sha256:cc72bd1009ba0cf63922e28f94d9d83b920aa2bb28f798a31d0691b02fa3c9b3"},
+    {file = "wheel-0.48.0-py3-none-any.whl", hash = "sha256:3217dcc807155e45db462d7ef2431f5ddda0d7273b700d05a67b271ceb1287ab"},
+    {file = "wheel-0.48.0.tar.gz", hash = "sha256:94800765601e9171bf5d58d066e640662842bcedcbab982b2c90787a2c987322"},
 ]
 
 [package.dependencies]
@@ -5017,4 +4915,4 @@ packaging = ">=24.0"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.11,<3.14"
-content-hash = "204f5bddad4c0dcf1439958c15ba72627b288241944915be47875fb9a8dad57a"
+content-hash = "af914f662199b68fdb4672755048a7c8069ef08227938a694fb7f39d452f50ee"
diff --git a/pyproject.toml b/pyproject.toml
index 237d3685..450f09a3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,16 +16,12 @@ numba = "^0"
 scipy = "^1"
 Cython = "^3"
 torch = [
-    {version = "2.11.0", markers = "sys_platform != 'darwin'", source = "torch+cu128"},
-    {version = "2.11.0", markers = "sys_platform == 'darwin'" },
+    {version = "2.14.0", markers = "sys_platform != 'darwin'", source = "torch+cu130"},
+    {version = "2.14.0", markers = "sys_platform == 'darwin'" },
 ]
 torchvision = [
-    {version = "0.26.0", markers = "sys_platform != 'darwin'", source = "torch+cu128"},
-    {version = "0.26.0", markers = "sys_platform == 'darwin'" },
-]
-torchaudio = [
-    {version = "2.11.0", markers = "sys_platform != 'darwin'", source = "torch+cu128"},
-    {version = "2.11.0", markers = "sys_platform == 'darwin'" },
+    {version = "0.29.0", markers = "sys_platform != 'darwin'", source = "torch+cu130"},
+    {version = "0.29.0", markers = "sys_platform == 'darwin'" },
 ]
 tensorboardX = "^2.6.4"
 tqdm = "^4"
@@ -40,8 +36,8 @@ pandas = "^3"
 foolbox = "^3"
 
 [[tool.poetry.source]]
- name = "torch+cu128"
- url = "https://download.pytorch.org/whl/cu128"
+ name = "torch+cu130"
+ url = "https://download.pytorch.org/whl/cu130"
  priority = "explicit"
 
 [tool.poetry.group.dev.dependencies]