diff --git a/poetry.lock b/poetry.lock
index 54bdfa34..d08a0750 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -4336,57 +4336,53 @@ torch = ["safetensors[numpy]", "torch (>=1.10)"]
 
 [[package]]
 name = "scikit-learn"
-version = "1.6.0"
+version = "1.7.1"
 description = "A set of python modules for machine learning and data mining"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 files = [
-    {file = "scikit_learn-1.6.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:366fb3fa47dce90afed3d6106183f4978d6f24cfd595c2373424171b915ee718"},
-    {file = "scikit_learn-1.6.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:59cd96a8d9f8dfd546f5d6e9787e1b989e981388d7803abbc9efdcde61e47460"},
-    {file = "scikit_learn-1.6.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:efa7a579606c73a0b3d210e33ea410ea9e1af7933fe324cb7e6fbafae4ea5948"},
-    {file = "scikit_learn-1.6.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a46d3ca0f11a540b8eaddaf5e38172d8cd65a86cb3e3632161ec96c0cffb774c"},
-    {file = "scikit_learn-1.6.0-cp310-cp310-win_amd64.whl", hash = "sha256:5be4577769c5dde6e1b53de8e6520f9b664ab5861dd57acee47ad119fd7405d6"},
-    {file = "scikit_learn-1.6.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:1f50b4f24cf12a81c3c09958ae3b864d7534934ca66ded3822de4996d25d7285"},
-    {file = "scikit_learn-1.6.0-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:eb9ae21f387826da14b0b9cb1034f5048ddb9182da429c689f5f4a87dc96930b"},
-    {file = "scikit_learn-1.6.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0baa91eeb8c32632628874a5c91885eaedd23b71504d24227925080da075837a"},
-    {file = "scikit_learn-1.6.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3c716d13ba0a2f8762d96ff78d3e0cde90bc9c9b5c13d6ab6bb9b2d6ca6705fd"},
-    {file = "scikit_learn-1.6.0-cp311-cp311-win_amd64.whl", hash = "sha256:9aafd94bafc841b626681e626be27bf1233d5a0f20f0a6fdb4bee1a1963c6643"},
-    {file = "scikit_learn-1.6.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:04a5ba45c12a5ff81518aa4f1604e826a45d20e53da47b15871526cda4ff5174"},
-    {file = "scikit_learn-1.6.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:21fadfc2ad7a1ce8bd1d90f23d17875b84ec765eecbbfc924ff11fb73db582ce"},
-    {file = "scikit_learn-1.6.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:30f34bb5fde90e020653bb84dcb38b6c83f90c70680dbd8c38bd9becbad7a127"},
-    {file = "scikit_learn-1.6.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1dad624cffe3062276a0881d4e441bc9e3b19d02d17757cd6ae79a9d192a0027"},
-    {file = "scikit_learn-1.6.0-cp312-cp312-win_amd64.whl", hash = "sha256:2fce7950a3fad85e0a61dc403df0f9345b53432ac0e47c50da210d22c60b6d85"},
-    {file = "scikit_learn-1.6.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:e5453b2e87ef8accedc5a8a4e6709f887ca01896cd7cc8a174fe39bd4bb00aef"},
-    {file = "scikit_learn-1.6.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:5fe11794236fb83bead2af26a87ced5d26e3370b8487430818b915dafab1724e"},
-    {file = "scikit_learn-1.6.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:61fe3dcec0d82ae280877a818ab652f4988371e32dd5451e75251bece79668b1"},
-    {file = "scikit_learn-1.6.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b44e3a51e181933bdf9a4953cc69c6025b40d2b49e238233f149b98849beb4bf"},
-    {file = "scikit_learn-1.6.0-cp313-cp313-win_amd64.whl", hash = "sha256:a17860a562bac54384454d40b3f6155200c1c737c9399e6a97962c63fce503ac"},
-    {file = "scikit_learn-1.6.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:98717d3c152f6842d36a70f21e1468fb2f1a2f8f2624d9a3f382211798516426"},
-    {file = "scikit_learn-1.6.0-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:34e20bfac8ff0ebe0ff20fb16a4d6df5dc4cc9ce383e00c2ab67a526a3c67b18"},
-    {file = "scikit_learn-1.6.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eba06d75815406091419e06dd650b91ebd1c5f836392a0d833ff36447c2b1bfa"},
-    {file = "scikit_learn-1.6.0-cp313-cp313t-win_amd64.whl", hash = "sha256:b6916d1cec1ff163c7d281e699d7a6a709da2f2c5ec7b10547e08cc788ddd3ae"},
-    {file = "scikit_learn-1.6.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:66b1cf721a9f07f518eb545098226796c399c64abdcbf91c2b95d625068363da"},
-    {file = "scikit_learn-1.6.0-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:7b35b60cf4cd6564b636e4a40516b3c61a4fa7a8b1f7a3ce80c38ebe04750bc3"},
-    {file = "scikit_learn-1.6.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a73b1c2038c93bc7f4bf21f6c9828d5116c5d2268f7a20cfbbd41d3074d52083"},
-    {file = "scikit_learn-1.6.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5c3fa7d3dd5a0ec2d0baba0d644916fa2ab180ee37850c5d536245df916946bd"},
-    {file = "scikit_learn-1.6.0-cp39-cp39-win_amd64.whl", hash = "sha256:df778486a32518cda33818b7e3ce48c78cef1d5f640a6bc9d97c6d2e71449a51"},
-    {file = "scikit_learn-1.6.0.tar.gz", hash = "sha256:9d58481f9f7499dff4196927aedd4285a0baec8caa3790efbe205f13de37dd6e"},
+    {file = "scikit_learn-1.7.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:406204dd4004f0517f0b23cf4b28c6245cbd51ab1b6b78153bc784def214946d"},
+    {file = "scikit_learn-1.7.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:16af2e44164f05d04337fd1fc3ae7c4ea61fd9b0d527e22665346336920fe0e1"},
+    {file = "scikit_learn-1.7.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:2f2e78e56a40c7587dea9a28dc4a49500fa2ead366869418c66f0fd75b80885c"},
+    {file = "scikit_learn-1.7.1-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b62b76ad408a821475b43b7bb90a9b1c9a4d8d125d505c2df0539f06d6e631b1"},
+    {file = "scikit_learn-1.7.1-cp310-cp310-win_amd64.whl", hash = "sha256:9963b065677a4ce295e8ccdee80a1dd62b37249e667095039adcd5bce6e90deb"},
+    {file = "scikit_learn-1.7.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:90c8494ea23e24c0fb371afc474618c1019dc152ce4a10e4607e62196113851b"},
+    {file = "scikit_learn-1.7.1-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:bb870c0daf3bf3be145ec51df8ac84720d9972170786601039f024bf6d61a518"},
+    {file = "scikit_learn-1.7.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:40daccd1b5623f39e8943ab39735cadf0bdce80e67cdca2adcb5426e987320a8"},
+    {file = "scikit_learn-1.7.1-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:30d1f413cfc0aa5a99132a554f1d80517563c34a9d3e7c118fde2d273c6fe0f7"},
+    {file = "scikit_learn-1.7.1-cp311-cp311-win_amd64.whl", hash = "sha256:c711d652829a1805a95d7fe96654604a8f16eab5a9e9ad87b3e60173415cb650"},
+    {file = "scikit_learn-1.7.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:3cee419b49b5bbae8796ecd690f97aa412ef1674410c23fc3257c6b8b85b8087"},
+    {file = "scikit_learn-1.7.1-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:2fd8b8d35817b0d9ebf0b576f7d5ffbbabdb55536b0655a8aaae629d7ffd2e1f"},
+    {file = "scikit_learn-1.7.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:588410fa19a96a69763202f1d6b7b91d5d7a5d73be36e189bc6396bfb355bd87"},
+    {file = "scikit_learn-1.7.1-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e3142f0abe1ad1d1c31a2ae987621e41f6b578144a911ff4ac94781a583adad7"},
+    {file = "scikit_learn-1.7.1-cp312-cp312-win_amd64.whl", hash = "sha256:3ddd9092c1bd469acab337d87930067c87eac6bd544f8d5027430983f1e1ae88"},
+    {file = "scikit_learn-1.7.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:b7839687fa46d02e01035ad775982f2470be2668e13ddd151f0f55a5bf123bae"},
+    {file = "scikit_learn-1.7.1-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:a10f276639195a96c86aa572ee0698ad64ee939a7b042060b98bd1930c261d10"},
+    {file = "scikit_learn-1.7.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:13679981fdaebc10cc4c13c43344416a86fcbc61449cb3e6517e1df9d12c8309"},
+    {file = "scikit_learn-1.7.1-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4f1262883c6a63f067a980a8cdd2d2e7f2513dddcef6a9eaada6416a7a7cbe43"},
+    {file = "scikit_learn-1.7.1-cp313-cp313-win_amd64.whl", hash = "sha256:ca6d31fb10e04d50bfd2b50d66744729dbb512d4efd0223b864e2fdbfc4cee11"},
+    {file = "scikit_learn-1.7.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:781674d096303cfe3d351ae6963ff7c958db61cde3421cd490e3a5a58f2a94ae"},
+    {file = "scikit_learn-1.7.1-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:10679f7f125fe7ecd5fad37dd1aa2daae7e3ad8df7f3eefa08901b8254b3e12c"},
+    {file = "scikit_learn-1.7.1-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:1f812729e38c8cb37f760dce71a9b83ccfb04f59b3dca7c6079dcdc60544fa9e"},
+    {file = "scikit_learn-1.7.1-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:88e1a20131cf741b84b89567e1717f27a2ced228e0f29103426102bc2e3b8ef7"},
+    {file = "scikit_learn-1.7.1-cp313-cp313t-win_amd64.whl", hash = "sha256:b1bd1d919210b6a10b7554b717c9000b5485aa95a1d0f177ae0d7ee8ec750da5"},
+    {file = "scikit_learn-1.7.1.tar.gz", hash = "sha256:24b3f1e976a4665aa74ee0fcaac2b8fccc6ae77c8e07ab25da3ba6d3292b9802"},
 ]
 
 [package.dependencies]
 joblib = ">=1.2.0"
-numpy = ">=1.19.5"
-scipy = ">=1.6.0"
+numpy = ">=1.22.0"
+scipy = ">=1.8.0"
 threadpoolctl = ">=3.1.0"
 
 [package.extras]
-benchmark = ["matplotlib (>=3.3.4)", "memory_profiler (>=0.57.0)", "pandas (>=1.1.5)"]
-build = ["cython (>=3.0.10)", "meson-python (>=0.16.0)", "numpy (>=1.19.5)", "scipy (>=1.6.0)"]
-docs = ["Pillow (>=7.1.2)", "matplotlib (>=3.3.4)", "memory_profiler (>=0.57.0)", "numpydoc (>=1.2.0)", "pandas (>=1.1.5)", "plotly (>=5.14.0)", "polars (>=0.20.30)", "pooch (>=1.6.0)", "pydata-sphinx-theme (>=0.15.3)", "scikit-image (>=0.17.2)", "seaborn (>=0.9.0)", "sphinx (>=7.3.7)", "sphinx-copybutton (>=0.5.2)", "sphinx-design (>=0.5.0)", "sphinx-design (>=0.6.0)", "sphinx-gallery (>=0.17.1)", "sphinx-prompt (>=1.4.0)", "sphinx-remove-toctrees (>=1.0.0.post1)", "sphinxcontrib-sass (>=0.3.4)", "sphinxext-opengraph (>=0.9.1)", "towncrier (>=24.8.0)"]
-examples = ["matplotlib (>=3.3.4)", "pandas (>=1.1.5)", "plotly (>=5.14.0)", "pooch (>=1.6.0)", "scikit-image (>=0.17.2)", "seaborn (>=0.9.0)"]
-install = ["joblib (>=1.2.0)", "numpy (>=1.19.5)", "scipy (>=1.6.0)", "threadpoolctl (>=3.1.0)"]
-maintenance = ["conda-lock (==2.5.6)"]
-tests = ["black (>=24.3.0)", "matplotlib (>=3.3.4)", "mypy (>=1.9)", "numpydoc (>=1.2.0)", "pandas (>=1.1.5)", "polars (>=0.20.30)", "pooch (>=1.6.0)", "pyamg (>=4.0.0)", "pyarrow (>=12.0.0)", "pytest (>=7.1.2)", "pytest-cov (>=2.9.0)", "ruff (>=0.5.1)", "scikit-image (>=0.17.2)"]
+benchmark = ["matplotlib (>=3.5.0)", "memory_profiler (>=0.57.0)", "pandas (>=1.4.0)"]
+build = ["cython (>=3.0.10)", "meson-python (>=0.17.1)", "numpy (>=1.22.0)", "scipy (>=1.8.0)"]
+docs = ["Pillow (>=8.4.0)", "matplotlib (>=3.5.0)", "memory_profiler (>=0.57.0)", "numpydoc (>=1.2.0)", "pandas (>=1.4.0)", "plotly (>=5.14.0)", "polars (>=0.20.30)", "pooch (>=1.6.0)", "pydata-sphinx-theme (>=0.15.3)", "scikit-image (>=0.19.0)", "seaborn (>=0.9.0)", "sphinx (>=7.3.7)", "sphinx-copybutton (>=0.5.2)", "sphinx-design (>=0.5.0)", "sphinx-design (>=0.6.0)", "sphinx-gallery (>=0.17.1)", "sphinx-prompt (>=1.4.0)", "sphinx-remove-toctrees (>=1.0.0.post1)", "sphinxcontrib-sass (>=0.3.4)", "sphinxext-opengraph (>=0.9.1)", "towncrier (>=24.8.0)"]
+examples = ["matplotlib (>=3.5.0)", "pandas (>=1.4.0)", "plotly (>=5.14.0)", "pooch (>=1.6.0)", "scikit-image (>=0.19.0)", "seaborn (>=0.9.0)"]
+install = ["joblib (>=1.2.0)", "numpy (>=1.22.0)", "scipy (>=1.8.0)", "threadpoolctl (>=3.1.0)"]
+maintenance = ["conda-lock (==3.0.1)"]
+tests = ["matplotlib (>=3.5.0)", "mypy (>=1.15)", "numpydoc (>=1.2.0)", "pandas (>=1.4.0)", "polars (>=0.20.30)", "pooch (>=1.6.0)", "pyamg (>=4.2.1)", "pyarrow (>=12.0.0)", "pytest (>=7.1.2)", "pytest-cov (>=2.9.0)", "ruff (>=0.11.7)", "scikit-image (>=0.19.0)"]
 
 [[package]]
 name = "scipy"