diff --git a/.flake8 b/.flake8
index 3e2b2d9f..7601ebfd 100644
--- a/.flake8
+++ b/.flake8
@@ -1,6 +1,6 @@
 [flake8]
 max-line-length = 88
-extend-ignore = E203
+extend-ignore = E203, E501
 per-file-ignores =
     # imported but unused
     __init__.py: F401
\ No newline at end of file
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index 8bf77a0f..c9593c89 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -12,12 +12,33 @@ jobs:
           poetry-version: "1.2.2"
       - run: poetry run pytest tests -m "not integration"
 
+  legacy-unit:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - uses: ./.github/actions/install-poetry
+        with:
+          poetry-version: "1.2.2"
+      - run: poetry run pip install "pytorch-lightning<2.0.0"
+      - run: poetry run pytest tests -m "not integration"
+
   integration:
     runs-on: ubuntu-latest
-    needs: [unit]
+    needs: [ legacy-unit ]
     steps:
       - uses: actions/checkout@v3
       - uses: ./.github/actions/install-poetry
         with:
           poetry-version: "1.2.2"
       - run: poetry run pytest tests -m integration
+
+  legacy-integration:
+    runs-on: ubuntu-latest
+    needs: [ legacy-unit ]
+    steps:
+      - uses: actions/checkout@v3
+      - uses: ./.github/actions/install-poetry
+        with:
+          poetry-version: "1.2.2"
+      - run: poetry run pip install "pytorch-lightning<2.0.0"
+      - run: poetry run pytest tests -m integration
\ No newline at end of file
diff --git a/poetry.lock b/poetry.lock
index 71f4e1a0..1651aa90 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,10 +1,9 @@
-# This file is automatically @generated by Poetry and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
 
 [[package]]
 name = "absl-py"
 version = "2.0.0"
 description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -14,118 +13,104 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.8.6"
+version = "3.9.1"
 description = "Async http client/server framework (asyncio)"
-category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
 aiosignal = ">=1.1.2"
-async-timeout = ">=4.0.0a3,<5.0"
+async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
-charset-normalizer = ">=2.0,<4.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns", "cchardet"]
+speedups = ["Brotli", "aiodns", "brotlicffi"]
 
 [[package]]
 name = "aiosignal"
 version = "1.3.1"
 description = "aiosignal: a list of registered asynchronous callbacks"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -140,7 +125,6 @@ frozenlist = ">=1.1.0"
 name = "antlr4-python3-runtime"
 version = "4.9.3"
 description = "ANTLR 4.9.3 runtime for Python 3.7"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -149,31 +133,30 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.0.0"
+version = "4.2.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "anyio-4.2.0-py3-none-any.whl", hash = "sha256:745843b39e829e108e518c489b31dc757de7d2131d53fac32bd8df268227bfee"},
+    {file = "anyio-4.2.0.tar.gz", hash = "sha256:e1875bb4b4e2de1669f4bc7869b6d3f54231cdced71605e6e64c9be77e3be50f"},
 ]
 
 [package.dependencies]
 exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 sniffio = ">=1.1"
+typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
-trio = ["trio (>=0.22)"]
+doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (>=0.23)"]
 
 [[package]]
 name = "appnope"
 version = "0.1.3"
 description = "Disable App Nap on macOS >= 10.9"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -185,7 +168,6 @@ files = [
 name = "argon2-cffi"
 version = "23.1.0"
 description = "Argon2 for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -206,7 +188,6 @@ typing = ["mypy"]
 name = "argon2-cffi-bindings"
 version = "21.2.0"
 description = "Low-level CFFI bindings for Argon2"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -244,7 +225,6 @@ tests = ["pytest"]
 name = "arrow"
 version = "1.3.0"
 description = "Better dates & times for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -258,13 +238,12 @@ types-python-dateutil = ">=2.8.10"
 
 [package.extras]
 doc = ["doc8", "sphinx (>=7.0.0)", "sphinx-autobuild", "sphinx-autodoc-typehints", "sphinx_rtd_theme (>=1.3.0)"]
-test = ["dateparser (>=1.0.0,<2.0.0)", "pre-commit", "pytest", "pytest-cov", "pytest-mock", "pytz (==2021.1)", "simplejson (>=3.0.0,<4.0.0)"]
+test = ["dateparser (==1.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock", "pytz (==2021.1)", "simplejson (==3.*)"]
 
 [[package]]
 name = "asttokens"
 version = "2.4.1"
 description = "Annotate AST trees with source code positions"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -283,7 +262,6 @@ test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
 name = "async-lru"
 version = "2.0.4"
 description = "Simple LRU cache for asyncio"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -298,7 +276,6 @@ typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
 name = "async-timeout"
 version = "4.0.3"
 description = "Timeout context manager for asyncio programs"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -308,38 +285,36 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "23.1.0"
+version = "23.2.0"
 description = "Classes Without Boilerplate"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"},
-    {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
+    {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
+    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
 ]
 
 [package.extras]
 cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[docs,tests]", "pre-commit"]
+dev = ["attrs[tests]", "pre-commit"]
 docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
 tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
 
 [[package]]
 name = "babel"
-version = "2.13.1"
+version = "2.14.0"
 description = "Internationalization utilities"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Babel-2.13.1-py3-none-any.whl", hash = "sha256:7077a4984b02b6727ac10f1f7294484f737443d7e2e66c5e4380e41a3ae0b4ed"},
-    {file = "Babel-2.13.1.tar.gz", hash = "sha256:33e0952d7dd6374af8dbf6768cc4ddf3ccfefc244f9986d4074704f2fbd18900"},
+    {file = "Babel-2.14.0-py3-none-any.whl", hash = "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"},
+    {file = "Babel-2.14.0.tar.gz", hash = "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363"},
 ]
 
 [package.dependencies]
 pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""}
-setuptools = {version = "*", markers = "python_version >= \"3.12\""}
 
 [package.extras]
 dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
@@ -348,7 +323,6 @@ dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 name = "backcall"
 version = "0.2.0"
 description = "Specifications for callback functions passed in to an API"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -360,7 +334,6 @@ files = [
 name = "beautifulsoup4"
 version = "4.12.2"
 description = "Screen-scraping library"
-category = "dev"
 optional = false
 python-versions = ">=3.6.0"
 files = [
@@ -379,7 +352,6 @@ lxml = ["lxml"]
 name = "black"
 version = "22.12.0"
 description = "The uncompromising code formatter."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -416,7 +388,6 @@ uvloop = ["uvloop (>=0.15.2)"]
 name = "bleach"
 version = "6.1.0"
 description = "An easy safelist-based HTML-sanitizing tool."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -435,7 +406,6 @@ css = ["tinycss2 (>=1.1.0,<1.3)"]
 name = "cachetools"
 version = "5.3.2"
 description = "Extensible memoizing collections and decorators"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -445,21 +415,19 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2023.7.22"
+version = "2023.11.17"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"},
-    {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
+    {file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"},
+    {file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"},
 ]
 
 [[package]]
 name = "cffi"
 version = "1.16.0"
 description = "Foreign Function Interface for Python calling C code."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -524,7 +492,6 @@ pycparser = "*"
 name = "charset-normalizer"
 version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -624,7 +591,6 @@ files = [
 name = "click"
 version = "8.1.7"
 description = "Composable command line interface toolkit"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -639,7 +605,6 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -649,14 +614,13 @@ files = [
 
 [[package]]
 name = "comm"
-version = "0.2.0"
+version = "0.2.1"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "comm-0.2.0-py3-none-any.whl", hash = "sha256:2da8d9ebb8dd7bfc247adaff99f24dce705638a8042b85cb995066793e391001"},
-    {file = "comm-0.2.0.tar.gz", hash = "sha256:a517ea2ca28931c7007a7a99c562a0fa5883cfb48963140cf642c41c948498be"},
+    {file = "comm-0.2.1-py3-none-any.whl", hash = "sha256:87928485c0dfc0e7976fd89fc1e187023cf587e7c353e4a9b417555b44adf021"},
+    {file = "comm-0.2.1.tar.gz", hash = "sha256:0bc91edae1344d39d3661dcbc36937181fdaddb304790458f8b044dbc064b89a"},
 ]
 
 [package.dependencies]
@@ -669,7 +633,6 @@ test = ["pytest"]
 name = "contourpy"
 version = "1.1.0"
 description = "Python library for calculating contours of 2D quadrilateral grids"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -680,6 +643,7 @@ files = [
     {file = "contourpy-1.1.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:18a64814ae7bce73925131381603fff0116e2df25230dfc80d6d690aa6e20b37"},
     {file = "contourpy-1.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:90c81f22b4f572f8a2110b0b741bb64e5a6427e0a198b2cdc1fbaf85f352a3aa"},
     {file = "contourpy-1.1.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:53cc3a40635abedbec7f1bde60f8c189c49e84ac180c665f2cd7c162cc454baa"},
+    {file = "contourpy-1.1.0-cp310-cp310-win32.whl", hash = "sha256:9b2dd2ca3ac561aceef4c7c13ba654aaa404cf885b187427760d7f7d4c57cff8"},
     {file = "contourpy-1.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:1f795597073b09d631782e7245016a4323cf1cf0b4e06eef7ea6627e06a37ff2"},
     {file = "contourpy-1.1.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0b7b04ed0961647691cfe5d82115dd072af7ce8846d31a5fac6c142dcce8b882"},
     {file = "contourpy-1.1.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:27bc79200c742f9746d7dd51a734ee326a292d77e7d94c8af6e08d1e6c15d545"},
@@ -688,6 +652,7 @@ files = [
     {file = "contourpy-1.1.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e5cec36c5090e75a9ac9dbd0ff4a8cf7cecd60f1b6dc23a374c7d980a1cd710e"},
     {file = "contourpy-1.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1f0cbd657e9bde94cd0e33aa7df94fb73c1ab7799378d3b3f902eb8eb2e04a3a"},
     {file = "contourpy-1.1.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:181cbace49874f4358e2929aaf7ba84006acb76694102e88dd15af861996c16e"},
+    {file = "contourpy-1.1.0-cp311-cp311-win32.whl", hash = "sha256:edb989d31065b1acef3828a3688f88b2abb799a7db891c9e282df5ec7e46221b"},
     {file = "contourpy-1.1.0-cp311-cp311-win_amd64.whl", hash = "sha256:fb3b7d9e6243bfa1efb93ccfe64ec610d85cfe5aec2c25f97fbbd2e58b531256"},
     {file = "contourpy-1.1.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:bcb41692aa09aeb19c7c213411854402f29f6613845ad2453d30bf421fe68fed"},
     {file = "contourpy-1.1.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:5d123a5bc63cd34c27ff9c7ac1cd978909e9c71da12e05be0231c608048bb2ae"},
@@ -696,6 +661,7 @@ files = [
     {file = "contourpy-1.1.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:317267d915490d1e84577924bd61ba71bf8681a30e0d6c545f577363157e5e94"},
     {file = "contourpy-1.1.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d551f3a442655f3dcc1285723f9acd646ca5858834efeab4598d706206b09c9f"},
     {file = "contourpy-1.1.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:e7a117ce7df5a938fe035cad481b0189049e8d92433b4b33aa7fc609344aafa1"},
+    {file = "contourpy-1.1.0-cp38-cp38-win32.whl", hash = "sha256:108dfb5b3e731046a96c60bdc46a1a0ebee0760418951abecbe0fc07b5b93b27"},
     {file = "contourpy-1.1.0-cp38-cp38-win_amd64.whl", hash = "sha256:d4f26b25b4f86087e7d75e63212756c38546e70f2a92d2be44f80114826e1cd4"},
     {file = "contourpy-1.1.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:bc00bb4225d57bff7ebb634646c0ee2a1298402ec10a5fe7af79df9a51c1bfd9"},
     {file = "contourpy-1.1.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:189ceb1525eb0655ab8487a9a9c41f42a73ba52d6789754788d1883fb06b2d8a"},
@@ -704,6 +670,7 @@ files = [
     {file = "contourpy-1.1.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:143dde50520a9f90e4a2703f367cf8ec96a73042b72e68fcd184e1279962eb6f"},
     {file = "contourpy-1.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e94bef2580e25b5fdb183bf98a2faa2adc5b638736b2c0a4da98691da641316a"},
     {file = "contourpy-1.1.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:ed614aea8462735e7d70141374bd7650afd1c3f3cb0c2dbbcbe44e14331bf002"},
+    {file = "contourpy-1.1.0-cp39-cp39-win32.whl", hash = "sha256:71551f9520f008b2950bef5f16b0e3587506ef4f23c734b71ffb7b89f8721999"},
     {file = "contourpy-1.1.0-cp39-cp39-win_amd64.whl", hash = "sha256:438ba416d02f82b692e371858143970ed2eb6337d9cdbbede0d8ad9f3d7dd17d"},
     {file = "contourpy-1.1.0-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:a698c6a7a432789e587168573a864a7ea374c6be8d4f31f9d87c001d5a843493"},
     {file = "contourpy-1.1.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:397b0ac8a12880412da3551a8cb5a187d3298a72802b45a3bd1805e204ad8439"},
@@ -728,7 +695,6 @@ test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
 name = "contourpy"
 version = "1.1.1"
 description = "Python library for calculating contours of 2D quadrilateral grids"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -800,7 +766,6 @@ test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
 name = "cycler"
 version = "0.12.1"
 description = "Composable style cycles"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -816,7 +781,6 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
 name = "debugpy"
 version = "1.8.0"
 description = "An implementation of the Debug Adapter Protocol for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -844,7 +808,6 @@ files = [
 name = "decorator"
 version = "5.1.1"
 description = "Decorators for Humans"
-category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -856,7 +819,6 @@ files = [
 name = "defusedxml"
 version = "0.7.1"
 description = "XML bomb protection for Python stdlib modules"
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -868,7 +830,6 @@ files = [
 name = "dtaidistance"
 version = "2.3.11"
 description = "Distance measures for time series (Dynamic Time Warping, fast C implementation)"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -897,14 +858,13 @@ vis = ["matplotlib (>=3.0.0)"]
 
 [[package]]
 name = "exceptiongroup"
-version = "1.1.3"
+version = "1.2.0"
 description = "Backport of PEP 654 (exception groups)"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "exceptiongroup-1.1.3-py3-none-any.whl", hash = "sha256:343280667a4585d195ca1cf9cef84a4e178c4b6cf2274caef9859782b567d5e3"},
-    {file = "exceptiongroup-1.1.3.tar.gz", hash = "sha256:097acd85d473d75af5bb98e41b61ff7fe35efe6675e4f9370ec6ec5126d160e9"},
+    {file = "exceptiongroup-1.2.0-py3-none-any.whl", hash = "sha256:4bfd3996ac73b41e9b9628b04e079f193850720ea5945fc96a08633c66912f14"},
+    {file = "exceptiongroup-1.2.0.tar.gz", hash = "sha256:91f5c769735f051a4290d52edd0858999b57e5876e9f85937691bd4c9fa3ed68"},
 ]
 
 [package.extras]
@@ -914,7 +874,6 @@ test = ["pytest (>=6)"]
 name = "executing"
 version = "2.0.1"
 description = "Get the currently executing AST node of a frame, and other information"
-category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -927,24 +886,38 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
 
 [[package]]
 name = "fastjsonschema"
-version = "2.19.0"
+version = "2.19.1"
 description = "Fastest Python implementation of JSON schema"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
-    {file = "fastjsonschema-2.19.0-py3-none-any.whl", hash = "sha256:b9fd1a2dd6971dbc7fee280a95bd199ae0dd9ce22beb91cc75e9c1c528a5170e"},
-    {file = "fastjsonschema-2.19.0.tar.gz", hash = "sha256:e25df6647e1bc4a26070b700897b07b542ec898dd4f1f6ea013e7f6a88417225"},
+    {file = "fastjsonschema-2.19.1-py3-none-any.whl", hash = "sha256:3672b47bc94178c9f23dbb654bf47440155d4db9df5f7bc47643315f9c405cd0"},
+    {file = "fastjsonschema-2.19.1.tar.gz", hash = "sha256:e3126a94bdc4623d3de4485f8d468a12f02a67921315ddc87836d6e456dc789d"},
 ]
 
 [package.extras]
 devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"]
 
+[[package]]
+name = "filelock"
+version = "3.13.1"
+description = "A platform independent file lock."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "filelock-3.13.1-py3-none-any.whl", hash = "sha256:57dbda9b35157b05fb3e58ee91448612eb674172fab98ee235ccb0b5bee19a1c"},
+    {file = "filelock-3.13.1.tar.gz", hash = "sha256:521f5f56c50f8426f5e03ad3b281b490a87ef15bc6c526f168290f0c7148d44e"},
+]
+
+[package.extras]
+docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.24)"]
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 lxml = ["lxml (>=4.0,<5)"]
 pathops = ["skia-pathops (>=0.5.0)"]
 plot = ["matplotlib"]
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 files = [
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 [[package]]
 name = "fsspec"
-version = "2023.10.0"
+version = "2023.12.2"
 description = "File-system specification"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -1150,7 +1135,6 @@ tqdm = ["tqdm"]
 name = "ghp-import"
 version = "2.1.0"
 description = "Copy your docs directly to the gh-pages branch."
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1166,14 +1150,13 @@ dev = ["flake8", "markdown", "twine", "wheel"]
 
 [[package]]
 name = "google-auth"
-version = "2.23.4"
+version = "2.26.2"
 description = "Google Authentication Library"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1192,7 +1175,6 @@ requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 name = "google-auth-oauthlib"
 version = "1.0.0"
 description = "Google Authentication Library"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1209,14 +1191,13 @@ tool = ["click (>=6.0.0)"]
 
 [[package]]
 name = "griffe"
-version = "0.38.0"
+version = "0.38.1"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -1224,76 +1205,111 @@ colorama = ">=0.4"
 
 [[package]]
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-version = "1.59.2"
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+    {file = "h5py-3.10.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:492305a074327e8d2513011fa9fffeb54ecb28a04ca4c4227d7e1e9616d35641"},
+    {file = "h5py-3.10.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:9450464b458cca2c86252b624279115dcaa7260a40d3cb1594bf2b410a2bd1a3"},
+    {file = "h5py-3.10.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fd6f6d1384a9f491732cee233b99cd4bfd6e838a8815cc86722f9d2ee64032af"},
+    {file = "h5py-3.10.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3074ec45d3dc6e178c6f96834cf8108bf4a60ccb5ab044e16909580352010a97"},
+    {file = "h5py-3.10.0-cp38-cp38-win_amd64.whl", hash = "sha256:212bb997a91e6a895ce5e2f365ba764debeaef5d2dca5c6fb7098d66607adf99"},
+    {file = "h5py-3.10.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:5dfc65ac21fa2f630323c92453cadbe8d4f504726ec42f6a56cf80c2f90d6c52"},
+    {file = "h5py-3.10.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:d4682b94fd36ab217352be438abd44c8f357c5449b8995e63886b431d260f3d3"},
+    {file = "h5py-3.10.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aece0e2e1ed2aab076c41802e50a0c3e5ef8816d60ece39107d68717d4559824"},
+    {file = "h5py-3.10.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:43a61b2c2ad65b1fabc28802d133eed34debcc2c8b420cb213d3d4ef4d3e2229"},
+    {file = "h5py-3.10.0-cp39-cp39-win_amd64.whl", hash = "sha256:ae2f0201c950059676455daf92700eeb57dcf5caaf71b9e1328e6e6593601770"},
+    {file = "h5py-3.10.0.tar.gz", hash = "sha256:d93adc48ceeb33347eb24a634fb787efc7ae4644e6ea4ba733d099605045c049"},
+]
+
+[package.dependencies]
+numpy = ">=1.17.3"
 
 [[package]]
 name = "hydra-core"
 version = "1.3.2"
 description = "A framework for elegantly configuring complex applications"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1302,40 +1318,38 @@ files = [
 ]
 
 [package.dependencies]
-antlr4-python3-runtime = ">=4.9.0,<4.10.0"
+antlr4-python3-runtime = "==4.9.*"
 importlib-resources = {version = "*", markers = "python_version < \"3.9\""}
 omegaconf = ">=2.2,<2.4"
 packaging = "*"
 
 [[package]]
 name = "idna"
-version = "3.4"
+version = "3.6"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
-    {file = "idna-3.4-py3-none-any.whl", hash = "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"},
-    {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
+    {file = "idna-3.6-py3-none-any.whl", hash = "sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f"},
+    {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
 ]
 
 [[package]]
 name = "importlib-metadata"
-version = "6.8.0"
+version = "7.0.1"
 description = "Read metadata from Python packages"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-6.8.0-py3-none-any.whl", hash = "sha256:3ebb78df84a805d7698245025b975d9d67053cd94c79245ba4b3eb694abe68bb"},
-    {file = "importlib_metadata-6.8.0.tar.gz", hash = "sha256:dbace7892d8c0c4ac1ad096662232f831d4e64f4c4545bd53016a3e9d4654743"},
+    {file = "importlib_metadata-7.0.1-py3-none-any.whl", hash = "sha256:4805911c3a4ec7c3966410053e9ec6a1fecd629117df5adee56dfc9432a1081e"},
+    {file = "importlib_metadata-7.0.1.tar.gz", hash = "sha256:f238736bb06590ae52ac1fab06a3a9ef1d8dce2b7a35b5ab329371d6c8f5d2cc"},
 ]
 
 [package.dependencies]
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
 testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
 
@@ -1343,7 +1357,6 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 name = "importlib-resources"
 version = "6.1.1"
 description = "Read resources from Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1362,7 +1375,6 @@ testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)",
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1372,14 +1384,13 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.26.0"
+version = "6.28.0"
 description = "IPython Kernel for Jupyter"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.26.0-py3-none-any.whl", hash = "sha256:3ba3dc97424b87b31bb46586b5167b3161b32d7820b9201a9e698c71e271602c"},
-    {file = "ipykernel-6.26.0.tar.gz", hash = "sha256:553856658eb8430bbe9653ea041a41bff63e9606fc4628873fc92a6cf3abd404"},
+    {file = "ipykernel-6.28.0-py3-none-any.whl", hash = "sha256:c6e9a9c63a7f4095c0a22a79f765f079f9ec7be4f2430a898ddea889e8665661"},
+    {file = "ipykernel-6.28.0.tar.gz", hash = "sha256:69c11403d26de69df02225916f916b37ea4b9af417da0a8c827f84328d88e5f3"},
 ]
 
 [package.dependencies]
@@ -1388,12 +1399,12 @@ comm = ">=0.1.1"
 debugpy = ">=1.6.5"
 ipython = ">=7.23.1"
 jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 matplotlib-inline = ">=0.1"
 nest-asyncio = "*"
 packaging = "*"
 psutil = "*"
-pyzmq = ">=20"
+pyzmq = ">=24"
 tornado = ">=6.1"
 traitlets = ">=5.4.0"
 
@@ -1408,7 +1419,6 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
 name = "ipython"
 version = "8.12.3"
 description = "IPython: Productive Interactive Computing"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1448,7 +1458,6 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pa
 name = "ipywidgets"
 version = "8.1.1"
 description = "Jupyter interactive widgets"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1470,7 +1479,6 @@ test = ["ipykernel", "jsonschema", "pytest (>=3.6.0)", "pytest-cov", "pytz"]
 name = "isoduration"
 version = "20.11.0"
 description = "Operations with ISO 8601 durations"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1485,7 +1493,6 @@ arrow = ">=0.15.0"
 name = "jedi"
 version = "0.19.1"
 description = "An autocompletion tool for Python that can be used for text editors."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1503,14 +1510,13 @@ testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
 [[package]]
 name = "jinja2"
-version = "3.1.2"
+version = "3.1.3"
 description = "A very fast and expressive template engine."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Jinja2-3.1.2-py3-none-any.whl", hash = "sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"},
-    {file = "Jinja2-3.1.2.tar.gz", hash = "sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852"},
+    {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"},
+    {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"},
 ]
 
 [package.dependencies]
@@ -1523,7 +1529,6 @@ i18n = ["Babel (>=2.7)"]
 name = "joblib"
 version = "1.3.2"
 description = "Lightweight pipelining with Python functions"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1535,7 +1540,6 @@ files = [
 name = "json5"
 version = "0.9.14"
 description = "A Python implementation of the JSON5 data format."
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1550,7 +1554,6 @@ dev = ["hypothesis"]
 name = "jsonpointer"
 version = "2.4"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
 files = [
@@ -1562,7 +1565,6 @@ files = [
 name = "jsonschema"
 version = "4.20.0"
 description = "An implementation of JSON Schema validation for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1592,14 +1594,13 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 
 [[package]]
 name = "jsonschema-specifications"
-version = "2023.11.1"
+version = "2023.12.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jsonschema_specifications-2023.11.1-py3-none-any.whl", hash = "sha256:f596778ab612b3fd29f72ea0d990393d0540a5aab18bf0407a46632eab540779"},
-    {file = "jsonschema_specifications-2023.11.1.tar.gz", hash = "sha256:c9b234904ffe02f079bf91b14d79987faa685fd4b39c377a0996954c0090b9ca"},
+    {file = "jsonschema_specifications-2023.12.1-py3-none-any.whl", hash = "sha256:87e4fdf3a94858b8a2ba2778d9ba57d8a9cafca7c7489c46ba0d30a8bc6a9c3c"},
+    {file = "jsonschema_specifications-2023.12.1.tar.gz", hash = "sha256:48a76787b3e70f5ed53f1160d2b81f586e4ca6d1548c5de7085d1682674764cc"},
 ]
 
 [package.dependencies]
@@ -1610,7 +1611,6 @@ referencing = ">=0.31.0"
 name = "jupyter"
 version = "1.0.0"
 description = "Jupyter metapackage. Install all the Jupyter components in one go."
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1631,7 +1631,6 @@ qtconsole = "*"
 name = "jupyter-client"
 version = "8.6.0"
 description = "Jupyter protocol implementation and client libraries"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1641,7 +1640,7 @@ files = [
 
 [package.dependencies]
 importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 python-dateutil = ">=2.8.2"
 pyzmq = ">=23.0"
 tornado = ">=6.2"
@@ -1655,7 +1654,6 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pyt
 name = "jupyter-console"
 version = "6.6.3"
 description = "Jupyter terminal console"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1667,7 +1665,7 @@ files = [
 ipykernel = ">=6.14"
 ipython = "*"
 jupyter-client = ">=7.0.0"
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 prompt-toolkit = ">=3.0.30"
 pygments = "*"
 pyzmq = ">=17"
@@ -1678,14 +1676,13 @@ test = ["flaky", "pexpect", "pytest"]
 
 [[package]]
 name = "jupyter-core"
-version = "5.5.0"
+version = "5.7.1"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_core-5.5.0-py3-none-any.whl", hash = "sha256:e11e02cd8ae0a9de5c6c44abf5727df9f2581055afe00b22183f621ba3585805"},
-    {file = "jupyter_core-5.5.0.tar.gz", hash = "sha256:880b86053bf298a8724994f95e99b99130659022a4f7f45f563084b6223861d3"},
+    {file = "jupyter_core-5.7.1-py3-none-any.whl", hash = "sha256:c65c82126453a723a2804aa52409930434598fd9d35091d63dfb919d2b765bb7"},
+    {file = "jupyter_core-5.7.1.tar.gz", hash = "sha256:de61a9d7fc71240f688b2fb5ab659fbb56979458dc66a71decd098e03c79e218"},
 ]
 
 [package.dependencies]
@@ -1701,7 +1698,6 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 name = "jupyter-events"
 version = "0.9.0"
 description = "Jupyter Event System library"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1725,14 +1721,13 @@ test = ["click", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "p
 
 [[package]]
 name = "jupyter-lsp"
-version = "2.2.0"
+version = "2.2.1"
 description = "Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter-lsp-2.2.0.tar.gz", hash = "sha256:8ebbcb533adb41e5d635eb8fe82956b0aafbf0fd443b6c4bfa906edeeb8635a1"},
-    {file = "jupyter_lsp-2.2.0-py3-none-any.whl", hash = "sha256:9e06b8b4f7dd50300b70dd1a78c0c3b0c3d8fa68e0f2d8a5d1fbab62072aca3f"},
+    {file = "jupyter-lsp-2.2.1.tar.gz", hash = "sha256:b17fab6d70fe83c8896b0cff59237640038247c196056b43684a0902b6a9e0fb"},
+    {file = "jupyter_lsp-2.2.1-py3-none-any.whl", hash = "sha256:17a689910c5e4ae5e7d334b02f31d08ffbe98108f6f658fb05e4304b4345368b"},
 ]
 
 [package.dependencies]
@@ -1741,14 +1736,13 @@ jupyter-server = ">=1.1.2"
 
 [[package]]
 name = "jupyter-server"
-version = "2.10.1"
+version = "2.12.4"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_server-2.10.1-py3-none-any.whl", hash = "sha256:20519e355d951fc5e1b6ac5952854fe7620d0cfb56588fa4efe362a758977ed3"},
-    {file = "jupyter_server-2.10.1.tar.gz", hash = "sha256:e6da2657a954a7879eed28cc08e0817b01ffd81d7eab8634660397b55f926472"},
+    {file = "jupyter_server-2.12.4-py3-none-any.whl", hash = "sha256:a125ae18a60de568f78f55c84dd58759901a18ef279abf0418ac220653ca1320"},
+    {file = "jupyter_server-2.12.4.tar.gz", hash = "sha256:41f4a1e6b912cc24a7c6c694851b37d3d8412b180f43d72315fe422cb2b85cc2"},
 ]
 
 [package.dependencies]
@@ -1756,7 +1750,7 @@ anyio = ">=3.1.0"
 argon2-cffi = "*"
 jinja2 = "*"
 jupyter-client = ">=7.4.4"
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 jupyter-events = ">=0.9.0"
 jupyter-server-terminals = "*"
 nbconvert = ">=6.4.4"
@@ -1778,14 +1772,13 @@ test = ["flaky", "ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-sc
 
 [[package]]
 name = "jupyter-server-terminals"
-version = "0.4.4"
+version = "0.5.1"
 description = "A Jupyter Server Extension Providing Terminals."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_server_terminals-0.4.4-py3-none-any.whl", hash = "sha256:75779164661cec02a8758a5311e18bb8eb70c4e86c6b699403100f1585a12a36"},
-    {file = "jupyter_server_terminals-0.4.4.tar.gz", hash = "sha256:57ab779797c25a7ba68e97bcfb5d7740f2b5e8a83b5e8102b10438041a7eac5d"},
+    {file = "jupyter_server_terminals-0.5.1-py3-none-any.whl", hash = "sha256:5e63e947ddd97bb2832db5ef837a258d9ccd4192cd608c1270850ad947ae5dd7"},
+    {file = "jupyter_server_terminals-0.5.1.tar.gz", hash = "sha256:16d3be9cf48be6a1f943f3a6c93c033be259cf4779184c66421709cf63dccfea"},
 ]
 
 [package.dependencies]
@@ -1793,19 +1786,18 @@ pywinpty = {version = ">=2.0.3", markers = "os_name == \"nt\""}
 terminado = ">=0.8.3"
 
 [package.extras]
-docs = ["jinja2", "jupyter-server", "mistune (<3.0)", "myst-parser", "nbformat", "packaging", "pydata-sphinx-theme", "sphinxcontrib-github-alt", "sphinxcontrib-openapi", "sphinxcontrib-spelling", "sphinxemoji", "tornado"]
-test = ["coverage", "jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-cov", "pytest-jupyter[server] (>=0.5.3)", "pytest-timeout"]
+docs = ["jinja2", "jupyter-server", "mistune (<4.0)", "myst-parser", "nbformat", "packaging", "pydata-sphinx-theme", "sphinxcontrib-github-alt", "sphinxcontrib-openapi", "sphinxcontrib-spelling", "sphinxemoji", "tornado"]
+test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (>=0.5.3)", "pytest-timeout"]
 
 [[package]]
 name = "jupyterlab"
-version = "4.0.8"
+version = "4.0.10"
 description = "JupyterLab computational environment"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab-4.0.8-py3-none-any.whl", hash = "sha256:2ff5aa2a51eb21df241d6011c236e88bd1ff9a5dbb75bebc54472f9c18bfffa4"},
-    {file = "jupyterlab-4.0.8.tar.gz", hash = "sha256:c4fe93f977bcc987bd395d7fae5ab02e0c042bf4e0f7c95196f3e2e578c2fb3a"},
+    {file = "jupyterlab-4.0.10-py3-none-any.whl", hash = "sha256:fe010ad9e37017488b468632ef2ead255fc7c671c5b64d9ca13e1f7b7e665c37"},
+    {file = "jupyterlab-4.0.10.tar.gz", hash = "sha256:46177eb8ede70dc73be922ac99f8ef943bdc2dfbc6a31b353c4bde848a35dee1"},
 ]
 
 [package.dependencies]
@@ -1825,33 +1817,31 @@ tornado = ">=6.2.0"
 traitlets = "*"
 
 [package.extras]
-dev = ["black[jupyter] (==23.10.1)", "build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.0.292)"]
+dev = ["build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.1.6)"]
 docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-tornasync", "sphinx (>=1.8,<7.2.0)", "sphinx-copybutton"]
 docs-screenshots = ["altair (==5.0.1)", "ipython (==8.14.0)", "ipywidgets (==8.0.6)", "jupyterlab-geojson (==3.4.0)", "jupyterlab-language-pack-zh-cn (==4.0.post0)", "matplotlib (==3.7.1)", "nbconvert (>=7.0.0)", "pandas (==2.0.2)", "scipy (==1.10.1)", "vega-datasets (==0.9.0)"]
 test = ["coverage", "pytest (>=7.0)", "pytest-check-links (>=0.7)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter (>=0.5.3)", "pytest-timeout", "pytest-tornasync", "requests", "requests-cache", "virtualenv"]
 
 [[package]]
 name = "jupyterlab-pygments"
-version = "0.2.2"
+version = "0.3.0"
 description = "Pygments theme using JupyterLab CSS variables"
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "jupyterlab_pygments-0.3.0-py3-none-any.whl", hash = "sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780"},
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 ]
 
 [[package]]
 name = "jupyterlab-server"
-version = "2.25.1"
+version = "2.25.2"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "jupyterlab_server-2.25.1.tar.gz", hash = "sha256:6491283b0000698eae1a38c48507930560dfcf7461aea0015368698aab34dd9c"},
+    {file = "jupyterlab_server-2.25.2-py3-none-any.whl", hash = "sha256:5b1798c9cc6a44f65c757de9f97fc06fc3d42535afbf47d2ace5e964ab447aaf"},
+    {file = "jupyterlab_server-2.25.2.tar.gz", hash = "sha256:bd0ec7a99ebcedc8bcff939ef86e52c378e44c2707e053fcd81d046ce979ee63"},
 ]
 
 [package.dependencies]
@@ -1873,7 +1863,6 @@ test = ["hatch", "ipykernel", "openapi-core (>=0.18.0,<0.19.0)", "openapi-spec-v
 name = "jupyterlab-widgets"
 version = "3.0.9"
 description = "Jupyter interactive widgets for JupyterLab"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1883,32 +1872,37 @@ files = [
 
 [[package]]
 name = "jupytext"
-version = "1.15.2"
+version = "1.16.0"
 description = "Jupyter notebooks as Markdown documents, Julia, Python or R scripts"
-category = "dev"
 optional = false
-python-versions = "~=3.6"
+python-versions = ">=3.8"
 files = [
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+    {file = "jupytext-1.16.0.tar.gz", hash = "sha256:94c7e67775e90e1792c39ab7fca4e0459bf7c35656123e8dc2e9e1b3e953baf8"},
 ]
 
 [package.dependencies]
 markdown-it-py = ">=1.0.0"
 mdit-py-plugins = "*"
 nbformat = "*"
+packaging = "*"
 pyyaml = "*"
 toml = "*"
 
 [package.extras]
-rst2md = ["sphinx-gallery (>=0.7.0,<0.8.0)"]
-toml = ["toml"]
+dev = ["jupytext[test-cov,test-external]"]
+docs = ["myst-parser", "sphinx", "sphinx-copybutton", "sphinx-rtd-theme"]
+test = ["pytest", "pytest-randomly", "pytest-xdist"]
+test-cov = ["jupytext[test-integration]", "pytest-cov (>=2.6.1)"]
+test-external = ["autopep8", "black", "flake8", "gitpython", "isort", "jupyter-fs (<0.4.0)", "jupytext[test-integration]", "pre-commit", "sphinx-gallery (<0.8)"]
+test-functional = ["jupytext[test]"]
+test-integration = ["ipykernel", "jupyter-server (!=2.11)", "jupytext[test-functional]", "nbconvert"]
+test-ui = ["calysto-bash"]
 
 [[package]]
 name = "kiwisolver"
 version = "1.4.5"
 description = "A fast implementation of the Cassowary constraint solver"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2020,35 +2014,34 @@ files = [
 
 [[package]]
 name = "lightning-utilities"
-version = "0.9.0"
+version = "0.10.0"
 description = "PyTorch Lightning Sample project."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
 packaging = ">=17.1"
+setuptools = "*"
 typing-extensions = "*"
 
 [package.extras]
 cli = ["fire"]
 docs = ["requests (>=2.0.0)"]
-typing = ["mypy (>=1.0.0)"]
+typing = ["mypy (>=1.0.0)", "types-setuptools"]
 
 [[package]]
 name = "markdown"
-version = "3.5.1"
+version = "3.5.2"
 description = "Python implementation of John Gruber's Markdown."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "Markdown-3.5.2-py3-none-any.whl", hash = "sha256:d43323865d89fc0cb9b20c75fc8ad313af307cc087e84b657d9eec768eddeadd"},
+    {file = "Markdown-3.5.2.tar.gz", hash = "sha256:e1ac7b3dc550ee80e602e71c1d168002f062e49f1b11e26a36264dafd4df2ef8"},
 ]
 
 [package.dependencies]
@@ -2062,7 +2055,6 @@ testing = ["coverage", "pyyaml"]
 name = "markdown-it-py"
 version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2087,7 +2079,6 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 name = "markupsafe"
 version = "2.1.3"
 description = "Safely add untrusted strings to HTML/XML markup."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2111,6 +2102,16 @@ files = [
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@@ -2145,59 +2146,58 @@ files = [
 
 [[package]]
 name = "matplotlib"
-version = "3.7.3"
+version = "3.7.4"
 description = "Python plotting package"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2211,13 +2211,11 @@ packaging = ">=20.0"
 pillow = ">=6.2.0"
 pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
-setuptools_scm = ">=7"
 
 [[package]]
 name = "matplotlib-inline"
 version = "0.1.6"
 description = "Inline Matplotlib backend for Jupyter"
-category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -2232,7 +2230,6 @@ traitlets = "*"
 name = "mccabe"
 version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2244,7 +2241,6 @@ files = [
 name = "mdit-py-plugins"
 version = "0.4.0"
 description = "Collection of plugins for markdown-it-py"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2264,7 +2260,6 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 name = "mdurl"
 version = "0.1.2"
 description = "Markdown URL utilities"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2276,7 +2271,6 @@ files = [
 name = "mergedeep"
 version = "1.3.4"
 description = "A deep merge function for 🐍."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2288,7 +2282,6 @@ files = [
 name = "mistune"
 version = "3.0.2"
 description = "A sane and fast Markdown parser with useful plugins and renderers"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2300,7 +2293,6 @@ files = [
 name = "mkdocs"
 version = "1.5.3"
 description = "Project documentation with Markdown."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2332,7 +2324,6 @@ min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-imp
 name = "mkdocs-autorefs"
 version = "0.5.0"
 description = "Automatically link across pages in MkDocs."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2348,7 +2339,6 @@ mkdocs = ">=1.1"
 name = "mkdocs-gen-files"
 version = "0.5.0"
 description = "MkDocs plugin to programmatically generate documentation pages during the build"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2363,7 +2353,6 @@ mkdocs = ">=1.0.3"
 name = "mkdocs-jupyter"
 version = "0.24.3"
 description = "Use Jupyter in mkdocs websites"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2386,7 +2375,6 @@ test = ["coverage[toml]", "pymdown-extensions", "pytest", "pytest-cov"]
 name = "mkdocs-literate-nav"
 version = "0.5.0"
 description = "MkDocs plugin to specify the navigation in Markdown instead of YAML"
-category = "dev"
 optional = false
 python-versions = ">=3.6,<4.0"
 files = [
@@ -2399,14 +2387,13 @@ mkdocs = ">=1.0.3,<2.0.0"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.4.8"
+version = "9.5.3"
 description = "Documentation that simply works"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "mkdocs_material-9.4.8.tar.gz", hash = "sha256:f0c101453e8bc12b040e8b64ca39a405d950d8402609b1378cc2b98976e74b5f"},
+    {file = "mkdocs_material-9.5.3-py3-none-any.whl", hash = "sha256:76c93a8525cceb0b395b9cedab3428bf518cf6439adef2b940f1c1574b775d89"},
+    {file = "mkdocs_material-9.5.3.tar.gz", hash = "sha256:5899219f422f0a6de784232d9d40374416302ffae3c160cacc72969fcc1ee372"},
 ]
 
 [package.dependencies]
@@ -2414,7 +2401,7 @@ babel = ">=2.10,<3.0"
 colorama = ">=0.4,<1.0"
 jinja2 = ">=3.0,<4.0"
 markdown = ">=3.2,<4.0"
-mkdocs = ">=1.5.3,<2.0"
+mkdocs = ">=1.5.3,<1.6.0"
 mkdocs-material-extensions = ">=1.3,<2.0"
 paginate = ">=0.5,<1.0"
 pygments = ">=2.16,<3.0"
@@ -2429,21 +2416,19 @@ recommended = ["mkdocs-minify-plugin (>=0.7,<1.0)", "mkdocs-redirects (>=1.2,<2.
 
 [[package]]
 name = "mkdocs-material-extensions"
-version = "1.3"
+version = "1.3.1"
 description = "Extension pack for Python Markdown and MkDocs Material."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "mkdocs_material_extensions-1.3-py3-none-any.whl", hash = "sha256:0297cc48ba68a9fdd1ef3780a3b41b534b0d0df1d1181a44676fda5f464eeadc"},
-    {file = "mkdocs_material_extensions-1.3.tar.gz", hash = "sha256:f0446091503acb110a7cab9349cbc90eeac51b58d1caa92a704a81ca1e24ddbd"},
+    {file = "mkdocs_material_extensions-1.3.1-py3-none-any.whl", hash = "sha256:adff8b62700b25cb77b53358dad940f3ef973dd6db797907c49e3c2ef3ab4e31"},
+    {file = "mkdocs_material_extensions-1.3.1.tar.gz", hash = "sha256:10c9511cea88f568257f960358a467d12b970e1f7b2c0e5fb2bb48cab1928443"},
 ]
 
 [[package]]
 name = "mkdocs-section-index"
 version = "0.3.8"
 description = "MkDocs plugin to allow clickable sections that lead to an index page"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2456,24 +2441,25 @@ mkdocs = ">=1.2"
 
 [[package]]
 name = "mkdocstrings"
-version = "0.22.0"
+version = "0.24.0"
 description = "Automatic documentation from sources, for MkDocs."
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "mkdocstrings-0.22.0-py3-none-any.whl", hash = "sha256:2d4095d461554ff6a778fdabdca3c00c468c2f1459d469f7a7f622a2b23212ba"},
-    {file = "mkdocstrings-0.22.0.tar.gz", hash = "sha256:82a33b94150ebb3d4b5c73bab4598c3e21468c79ec072eff6931c8f3bfc38256"},
+    {file = "mkdocstrings-0.24.0-py3-none-any.whl", hash = "sha256:f4908560c10f587326d8f5165d1908817b2e280bbf707607f601c996366a2264"},
+    {file = "mkdocstrings-0.24.0.tar.gz", hash = "sha256:222b1165be41257b494a9d29b14135d2b7ca43f38161d5b10caae03b87bd4f7e"},
 ]
 
 [package.dependencies]
+click = ">=7.0"
 importlib-metadata = {version = ">=4.6", markers = "python_version < \"3.10\""}
 Jinja2 = ">=2.11.1"
 Markdown = ">=3.3"
 MarkupSafe = ">=1.1"
-mkdocs = ">=1.2"
+mkdocs = ">=1.4"
 mkdocs-autorefs = ">=0.3.1"
 mkdocstrings-python = {version = ">=0.5.2", optional = true, markers = "extra == \"python\""}
+platformdirs = ">=2.2.0"
 pymdown-extensions = ">=6.3"
 typing-extensions = {version = ">=4.1", markers = "python_version < \"3.10\""}
 
@@ -2484,25 +2470,40 @@ python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
 
 [[package]]
 name = "mkdocstrings-python"
-version = "1.7.4"
+version = "1.8.0"
 description = "A Python handler for mkdocstrings."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
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 mkdocstrings = ">=0.20"
 
+[[package]]
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+version = "1.3.0"
+description = "Python library for arbitrary-precision floating-point arithmetic"
+optional = false
+python-versions = "*"
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+docs = ["sphinx"]
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+
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 name = "multidict"
 version = "6.0.4"
 description = "multidict implementation"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2584,39 +2585,38 @@ files = [
 
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 description = "Optional static typing for Python"
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+    {file = "mypy-1.8.0-cp39-cp39-win_amd64.whl", hash = "sha256:99b00bc72855812a60d253420d8a2eae839b0afa4938f09f4d2aa9bb4654263a"},
+    {file = "mypy-1.8.0-py3-none-any.whl", hash = "sha256:538fd81bb5e430cc1381a443971c0475582ff9f434c16cd46d2c66763ce85d9d"},
+    {file = "mypy-1.8.0.tar.gz", hash = "sha256:6ff8b244d7085a0b425b56d327b480c3b29cafbd2eff27316a004f9a7391ae07"},
 ]
 
 [package.dependencies]
@@ -2634,7 +2634,6 @@ reports = ["lxml"]
 name = "mypy-extensions"
 version = "1.0.0"
 description = "Type system extensions for programs checked with the mypy type checker."
-category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -2646,7 +2645,6 @@ files = [
 name = "nbclient"
 version = "0.9.0"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
-category = "dev"
 optional = false
 python-versions = ">=3.8.0"
 files = [
@@ -2656,7 +2654,7 @@ files = [
 
 [package.dependencies]
 jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 nbformat = ">=5.1"
 traitlets = ">=5.4"
 
@@ -2667,14 +2665,13 @@ test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=
 
 [[package]]
 name = "nbconvert"
-version = "7.11.0"
+version = "7.14.1"
 description = "Converting Jupyter Notebooks"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "nbconvert-7.14.1-py3-none-any.whl", hash = "sha256:aa83e3dd27ea38d0c1d908e3ce9518d15fa908dd30521b6d5040bd23f33fffb0"},
+    {file = "nbconvert-7.14.1.tar.gz", hash = "sha256:20cba10e0448dc76b3bebfe1adf923663e3b98338daf77b97b42511ef5a88618"},
 ]
 
 [package.dependencies]
@@ -2701,14 +2698,13 @@ docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sp
 qtpdf = ["nbconvert[qtpng]"]
 qtpng = ["pyqtwebengine (>=5.15)"]
 serve = ["tornado (>=6.1)"]
-test = ["flaky", "ipykernel", "ipywidgets (>=7)", "pytest"]
+test = ["flaky", "ipykernel", "ipywidgets (>=7.5)", "pytest"]
 webpdf = ["playwright"]
 
 [[package]]
 name = "nbformat"
 version = "5.9.2"
 description = "The Jupyter Notebook format"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2730,7 +2726,6 @@ test = ["pep440", "pre-commit", "pytest", "testpath"]
 name = "nest-asyncio"
 version = "1.5.8"
 description = "Patch asyncio to allow nested event loops"
-category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -2738,11 +2733,28 @@ files = [
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 ]
 
+[[package]]
+name = "networkx"
+version = "3.1"
+description = "Python package for creating and manipulating graphs and networks"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "networkx-3.1.tar.gz", hash = "sha256:de346335408f84de0eada6ff9fafafff9bcda11f0a0dfaa931133debb146ab61"},
+]
+
+[package.extras]
+default = ["matplotlib (>=3.4)", "numpy (>=1.20)", "pandas (>=1.3)", "scipy (>=1.8)"]
+developer = ["mypy (>=1.1)", "pre-commit (>=3.2)"]
+doc = ["nb2plots (>=0.6)", "numpydoc (>=1.5)", "pillow (>=9.4)", "pydata-sphinx-theme (>=0.13)", "sphinx (>=6.1)", "sphinx-gallery (>=0.12)", "texext (>=0.6.7)"]
+extra = ["lxml (>=4.6)", "pydot (>=1.4.2)", "pygraphviz (>=1.10)", "sympy (>=1.10)"]
+test = ["codecov (>=2.1)", "pytest (>=7.2)", "pytest-cov (>=4.0)"]
+
 [[package]]
 name = "notebook"
 version = "7.0.6"
 description = "Jupyter Notebook - A web-based notebook environment for interactive computing"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2766,7 +2778,6 @@ test = ["importlib-resources (>=5.0)", "ipykernel", "jupyter-server[test] (>=2.4
 name = "notebook-shim"
 version = "0.2.3"
 description = "A shim layer for notebook traits and config"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2784,7 +2795,6 @@ test = ["pytest", "pytest-console-scripts", "pytest-jupyter", "pytest-tornasync"
 name = "numpy"
 version = "1.24.4"
 description = "Fundamental package for array computing in Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2819,75 +2829,150 @@ files = [
 ]
 
 [[package]]
-name = "nvidia-cublas-cu11"
-version = "11.10.3.66"
+name = "nvidia-cublas-cu12"
+version = "12.1.3.1"
 description = "CUBLAS native runtime libraries"
-category = "main"
 optional = false
 python-versions = ">=3"
 files = [
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 ]
 
-[package.dependencies]
-setuptools = "*"
-wheel = "*"
+[[package]]
+name = "nvidia-cuda-cupti-cu12"
+version = "12.1.105"
+description = "CUDA profiling tools runtime libs."
+optional = false
+python-versions = ">=3"
+files = [
+    {file = "nvidia_cuda_cupti_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:e54fde3983165c624cb79254ae9818a456eb6e87a7fd4d56a2352c24ee542d7e"},
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+]
 
 [[package]]
-name = "nvidia-cuda-nvrtc-cu11"
-version = "11.7.99"
+name = "nvidia-cuda-nvrtc-cu12"
+version = "12.1.105"
 description = "NVRTC native runtime libraries"
-category = "main"
 optional = false
 python-versions = ">=3"
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+[[package]]
+name = "nvidia-cuda-runtime-cu12"
+version = "12.1.105"
+description = "CUDA Runtime native Libraries"
+optional = false
+python-versions = ">=3"
+files = [
+    {file = "nvidia_cuda_runtime_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:6e258468ddf5796e25f1dc591a31029fa317d97a0a94ed93468fc86301d61e40"},
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+
+[[package]]
+name = "nvidia-cudnn-cu12"
+version = "8.9.2.26"
+description = "cuDNN runtime libraries"
+optional = false
+python-versions = ">=3"
+files = [
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 ]
 
 [package.dependencies]
-setuptools = "*"
-wheel = "*"
+nvidia-cublas-cu12 = "*"
 
 [[package]]
-name = "nvidia-cuda-runtime-cu11"
-version = "11.7.99"
-description = "CUDA Runtime native Libraries"
-category = "main"
+name = "nvidia-cufft-cu12"
+version = "11.0.2.54"
+description = "CUFFT native runtime libraries"
 optional = false
 python-versions = ">=3"
 files = [
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+]
+
+[[package]]
+name = "nvidia-curand-cu12"
+version = "10.3.2.106"
+description = "CURAND native runtime libraries"
+optional = false
+python-versions = ">=3"
+files = [
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+]
+
+[[package]]
+name = "nvidia-cusolver-cu12"
+version = "11.4.5.107"
+description = "CUDA solver native runtime libraries"
+optional = false
+python-versions = ">=3"
+files = [
+    {file = "nvidia_cusolver_cu12-11.4.5.107-py3-none-manylinux1_x86_64.whl", hash = "sha256:8a7ec542f0412294b15072fa7dab71d31334014a69f953004ea7a118206fe0dd"},
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 ]
 
 [package.dependencies]
-setuptools = "*"
-wheel = "*"
+nvidia-cublas-cu12 = "*"
+nvidia-cusparse-cu12 = "*"
+nvidia-nvjitlink-cu12 = "*"
 
 [[package]]
-name = "nvidia-cudnn-cu11"
-version = "8.5.0.96"
-description = "cuDNN runtime libraries"
-category = "main"
+name = "nvidia-cusparse-cu12"
+version = "12.1.0.106"
+description = "CUSPARSE native runtime libraries"
 optional = false
 python-versions = ">=3"
 files = [
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 ]
 
 [package.dependencies]
-setuptools = "*"
-wheel = "*"
+nvidia-nvjitlink-cu12 = "*"
+
+[[package]]
+name = "nvidia-nccl-cu12"
+version = "2.18.1"
+description = "NVIDIA Collective Communication Library (NCCL) Runtime"
+optional = false
+python-versions = ">=3"
+files = [
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+]
+
+[[package]]
+name = "nvidia-nvjitlink-cu12"
+version = "12.3.101"
+description = "Nvidia JIT LTO Library"
+optional = false
+python-versions = ">=3"
+files = [
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+]
+
+[[package]]
+name = "nvidia-nvtx-cu12"
+version = "12.1.105"
+description = "NVIDIA Tools Extension"
+optional = false
+python-versions = ">=3"
+files = [
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 version = "3.2.2"
 description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2904,7 +2989,6 @@ signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 name = "omegaconf"
 version = "2.3.0"
 description = "A flexible configuration library"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2913,14 +2997,13 @@ files = [
 ]
 
 [package.dependencies]
-antlr4-python3-runtime = ">=4.9.0,<4.10.0"
+antlr4-python3-runtime = "==4.9.*"
 PyYAML = ">=5.1.0"
 
 [[package]]
 name = "overrides"
 version = "7.4.0"
 description = "A decorator to automatically detect mismatch when overriding a method."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2932,7 +3015,6 @@ files = [
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 version = "23.2"
 description = "Core utilities for Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2944,7 +3026,6 @@ files = [
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 description = "Divides large result sets into pages for easier browsing"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2955,7 +3036,6 @@ files = [
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 description = "Utilities for writing pandoc filters in python"
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -2967,7 +3047,6 @@ files = [
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-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2981,26 +3060,24 @@ testing = ["docopt", "pytest (<6.0.0)"]
 
 [[package]]
 name = "pathspec"
-version = "0.11.2"
+version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [[package]]
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+version = "4.9.0"
 description = "Pexpect allows easy control of interactive console applications."
-category = "dev"
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 python-versions = "*"
 files = [
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 [package.dependencies]
@@ -3010,7 +3087,6 @@ ptyprocess = ">=0.5"
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 version = "0.7.5"
 description = "Tiny 'shelve'-like database with concurrency support"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3020,77 +3096,93 @@ files = [
 
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 [package.extras]
 docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-removed-in", "sphinxext-opengraph"]
+fpx = ["olefile"]
+mic = ["olefile"]
 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
+typing = ["typing-extensions"]
+xmp = ["defusedxml"]
 
 [[package]]
 name = "pkgutil-resolve-name"
 version = "1.3.10"
 description = "Resolve a name to an object."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3100,14 +3192,13 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "4.0.0"
+version = "4.1.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -3118,7 +3209,6 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-co
 name = "pluggy"
 version = "1.3.0"
 description = "plugin and hook calling mechanisms for python"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3132,14 +3222,13 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "prometheus-client"
-version = "0.18.0"
+version = "0.19.0"
 description = "Python client for the Prometheus monitoring system."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -3147,14 +3236,13 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.41"
+version = "3.0.43"
 description = "Library for building powerful interactive command lines in Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -3162,49 +3250,47 @@ wcwidth = "*"
 
 [[package]]
 name = "protobuf"
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+version = "4.25.2"
 description = ""
-category = "dev"
 optional = false
 python-versions = ">=3.8"
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 [[package]]
 name = "psutil"
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 description = "Cross-platform lib for process and system monitoring in Python."
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
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+    {file = "psutil-5.9.7-cp37-abi3-win_amd64.whl", hash = "sha256:f37f87e4d73b79e6c5e749440c3113b81d1ee7d26f21c19c47371ddea834f414"},
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+    {file = "psutil-5.9.7.tar.gz", hash = "sha256:3f02134e82cfb5d089fddf20bb2e03fd5cd52395321d1c8458a9e58500ff417c"},
 ]
 
 [package.extras]
@@ -3214,7 +3300,6 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 name = "ptyprocess"
 version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3226,7 +3311,6 @@ files = [
 name = "pure-eval"
 version = "0.2.2"
 description = "Safely evaluate AST nodes without side effects"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3239,21 +3323,19 @@ tests = ["pytest"]
 
 [[package]]
 name = "pyasn1"
-version = "0.5.0"
+version = "0.5.1"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
-category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
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-    {file = "pyasn1-0.5.0.tar.gz", hash = "sha256:97b7290ca68e62a832558ec3976f15cbf911bf5d7c7039d8b861c2a0ece69fde"},
+    {file = "pyasn1-0.5.1-py2.py3-none-any.whl", hash = "sha256:4439847c58d40b1d0a573d07e3856e95333f1976294494c325775aeca506eb58"},
+    {file = "pyasn1-0.5.1.tar.gz", hash = "sha256:6d391a96e59b23130a5cfa74d6fd7f388dbbe26cc8f1edf39fdddf08d9d6676c"},
 ]
 
 [[package]]
 name = "pyasn1-modules"
 version = "0.3.0"
 description = "A collection of ASN.1-based protocols modules"
-category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
@@ -3268,7 +3350,6 @@ pyasn1 = ">=0.4.6,<0.6.0"
 name = "pycodestyle"
 version = "2.9.1"
 description = "Python style guide checker"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3280,7 +3361,6 @@ files = [
 name = "pycparser"
 version = "2.21"
 description = "C parser in Python"
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -3292,7 +3372,6 @@ files = [
 name = "pyflakes"
 version = "2.5.0"
 description = "passive checker of Python programs"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3302,33 +3381,32 @@ files = [
 
 [[package]]
 name = "pygments"
-version = "2.16.1"
+version = "2.17.2"
 description = "Pygments is a syntax highlighting package written in Python."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Pygments-2.16.1-py3-none-any.whl", hash = "sha256:13fc09fa63bc8d8671a6d247e1eb303c4b343eaee81d861f3404db2935653692"},
-    {file = "Pygments-2.16.1.tar.gz", hash = "sha256:1daff0494820c69bc8941e407aa20f577374ee88364ee10a98fdbe0aece96e29"},
+    {file = "pygments-2.17.2-py3-none-any.whl", hash = "sha256:b27c2826c47d0f3219f29554824c30c5e8945175d888647acd804ddd04af846c"},
+    {file = "pygments-2.17.2.tar.gz", hash = "sha256:da46cec9fd2de5be3a8a784f434e4c4ab670b4ff54d605c4c2717e9d49c4c367"},
 ]
 
 [package.extras]
 plugins = ["importlib-metadata"]
+windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pymdown-extensions"
-version = "10.4"
+version = "10.7"
 description = "Extension pack for Python Markdown."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "pymdown_extensions-10.4.tar.gz", hash = "sha256:bc46f11749ecd4d6b71cf62396104b4a200bad3498cb0f5dad1b8502fe461a35"},
+    {file = "pymdown_extensions-10.7-py3-none-any.whl", hash = "sha256:6ca215bc57bc12bf32b414887a68b810637d039124ed9b2e5bd3325cbb2c050c"},
+    {file = "pymdown_extensions-10.7.tar.gz", hash = "sha256:c0d64d5cf62566f59e6b2b690a4095c931107c250a8c8e1351c1de5f6b036deb"},
 ]
 
 [package.dependencies]
-markdown = ">=3.2"
+markdown = ">=3.5"
 pyyaml = "*"
 
 [package.extras]
@@ -3338,7 +3416,6 @@ extra = ["pygments (>=2.12)"]
 name = "pyparsing"
 version = "3.1.1"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
-category = "dev"
 optional = false
 python-versions = ">=3.6.8"
 files = [
@@ -3351,14 +3428,13 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
-version = "7.4.3"
+version = "7.4.4"
 description = "pytest: simple powerful testing with Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pytest-7.4.3-py3-none-any.whl", hash = "sha256:0d009c083ea859a71b76adf7c1d502e4bc170b80a8ef002da5806527b9591fac"},
-    {file = "pytest-7.4.3.tar.gz", hash = "sha256:d989d136982de4e3b29dabcc838ad581c64e8ed52c11fbe86ddebd9da0818cd5"},
+    {file = "pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"},
+    {file = "pytest-7.4.4.tar.gz", hash = "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280"},
 ]
 
 [package.dependencies]
@@ -3376,7 +3452,6 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
 name = "pytest-mock"
 version = "3.12.0"
 description = "Thin-wrapper around the mock package for easier use with pytest"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3394,7 +3469,6 @@ dev = ["pre-commit", "pytest-asyncio", "tox"]
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
-category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -3409,7 +3483,6 @@ six = ">=1.5"
 name = "python-json-logger"
 version = "2.0.7"
 description = "A python library adding a json log formatter"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3419,45 +3492,39 @@ files = [
 
 [[package]]
 name = "pytorch-lightning"
-version = "1.9.5"
+version = "2.1.3"
 description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate."
-category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "requests"
 version = "2.31.0"
 description = "Python HTTP for Humans."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3898,7 +3969,6 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 name = "requests-oauthlib"
 version = "1.3.1"
 description = "OAuthlib authentication support for Requests."
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -3917,7 +3987,6 @@ rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 name = "rfc3339-validator"
 version = "0.1.4"
 description = "A pure python RFC3339 validator"
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -3932,7 +4001,6 @@ six = "*"
 name = "rfc3986-validator"
 version = "0.1.1"
 description = "Pure python rfc3986 validator"
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -3942,118 +4010,116 @@ files = [
 
 [[package]]
 name = "rpds-py"
-version = "0.13.0"
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 description = "Python bindings to Rust's persistent data structures (rpds)"
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 ]
 
 [[package]]
 name = "rsa"
 version = "4.9"
 description = "Pure-Python RSA implementation"
-category = "dev"
 optional = false
 python-versions = ">=3.6,<4"
 files = [
@@ -4066,27 +4132,26 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "rul-datasets"
-version = "0.11.0"
+version = "0.14.0"
 description = "A collection of datasets for RUL estimation as Lightning Data Modules."
-category = "main"
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
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 ]
 
 [package.dependencies]
-pytorch-lightning = ">=1.4.4,<2.0.0"
+h5py = ">=3.10.0,<4.0.0"
+pytorch-lightning = ">1.4.4"
 scikit-learn = ">=1.0.0,<2.0.0"
-torch = ">=1.9.0,<2.0.0"
+torch = ">1.9.0"
 tqdm = ">=4.62.2,<5.0.0"
 
 [[package]]
 name = "scikit-learn"
 version = "1.3.2"
 description = "A set of python modules for machine learning and data mining"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -4134,7 +4199,6 @@ tests = ["black (>=23.3.0)", "matplotlib (>=3.1.3)", "mypy (>=1.3)", "numpydoc (
 name = "scipy"
 version = "1.9.3"
 description = "Fundamental algorithms for scientific computing in Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -4173,7 +4237,6 @@ test = ["asv", "gmpy2", "mpmath", "pytest", "pytest-cov", "pytest-xdist", "sciki
 name = "send2trash"
 version = "1.8.2"
 description = "Send file to trash natively under Mac OS X, Windows and Linux"
-category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 files = [
@@ -4188,49 +4251,24 @@ win32 = ["pywin32"]
 
 [[package]]
 name = "setuptools"
-version = "68.2.2"
+version = "69.0.3"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.extras]
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+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
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-version = "8.0.4"
-description = "the blessed package to manage your versions by scm tags"
-category = "dev"
-optional = false
-python-versions = ">=3.8"
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-
-[package.dependencies]
-packaging = ">=20"
-setuptools = "*"
-tomli = {version = ">=1", markers = "python_version < \"3.11\""}
-typing-extensions = "*"
-
-[package.extras]
-docs = ["entangled-cli[rich]", "mkdocs", "mkdocs-entangled-plugin", "mkdocs-material", "mkdocstrings[python]", "pygments"]
-rich = ["rich"]
-test = ["build", "pytest", "rich", "wheel"]
-
 [[package]]
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 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -4242,7 +4280,6 @@ files = [
 name = "sniffio"
 version = "1.3.0"
 description = "Sniff out which async library your code is running under"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -4254,7 +4291,6 @@ files = [
 name = "soupsieve"
 version = "2.5"
 description = "A modern CSS selector implementation for Beautiful Soup."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -4266,7 +4302,6 @@ files = [
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 version = "0.6.3"
 description = "Extract data from python stack frames and tracebacks for informative displays"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -4282,11 +4317,24 @@ pure-eval = "*"
 [package.extras]
 tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
+[[package]]
+name = "sympy"
+version = "1.12"
+description = "Computer algebra system (CAS) in Python"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+mpmath = ">=0.19"
+
 [[package]]
 name = "tensorboard"
 version = "2.14.0"
 description = "TensorBoard lets you watch Tensors Flow"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -4311,7 +4359,6 @@ wheel = ">=0.26"
 name = "tensorboard-data-server"
 version = "0.7.2"
 description = "Fast data loading for TensorBoard"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -4324,7 +4371,6 @@ files = [
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 version = "0.18.0"
 description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -4346,7 +4392,6 @@ typing = ["mypy (>=1.6,<2.0)", "traitlets (>=5.11.1)"]
 name = "threadpoolctl"
 version = "3.2.0"
 description = "threadpoolctl"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -4358,7 +4403,6 @@ files = [
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 version = "1.2.1"
 description = "A tiny CSS parser"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -4377,7 +4421,6 @@ test = ["flake8", "isort", "pytest"]
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 version = "0.10.2"
 description = "Python Library for Tom's Obvious, Minimal Language"
-category = "dev"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -4389,7 +4432,6 @@ files = [
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 version = "2.0.1"
 description = "A lil' TOML parser"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -4399,101 +4441,111 @@ files = [
 
 [[package]]
 name = "torch"
-version = "1.13.1"
+version = "2.1.2"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
-category = "main"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
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 opt-einsum = ["opt-einsum (>=3.3)"]
 
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@@ -4512,49 +4564,70 @@ telegram = ["requests"]
 
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@@ -4569,7 +4642,6 @@ dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake
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@@ -4586,7 +4658,6 @@ zstd = ["zstandard (>=0.18.0)"]
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 version = "3.0.0"
 description = "Filesystem events monitoring"
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 python-versions = ">=3.7"
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@@ -4624,21 +4695,19 @@ watchmedo = ["PyYAML (>=3.10)"]
 
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@@ -4654,7 +4723,6 @@ tests = ["pytest", "pytest-cov"]
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 python-versions = "*"
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@@ -4664,14 +4732,13 @@ files = [
 
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@@ -4699,14 +4765,13 @@ watchdog = ["watchdog (>=2.3)"]
 
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 [package.extras]
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 python-versions = ">=3.7"
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+    {file = "yarl-1.9.4-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:8619d6915b3b0b34420cf9b2bb6d81ef59d984cb0fde7544e9ece32b4b3043c3"},
+    {file = "yarl-1.9.4-cp38-cp38-win32.whl", hash = "sha256:686a0c2f85f83463272ddffd4deb5e591c98aac1897d65e92319f729c320eece"},
+    {file = "yarl-1.9.4-cp38-cp38-win_amd64.whl", hash = "sha256:a00862fb23195b6b8322f7d781b0dc1d82cb3bcac346d1e38689370cc1cc398b"},
+    {file = "yarl-1.9.4-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:604f31d97fa493083ea21bd9b92c419012531c4e17ea6da0f65cacdcf5d0bd27"},
+    {file = "yarl-1.9.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:8a854227cf581330ffa2c4824d96e52ee621dd571078a252c25e3a3b3d94a1b1"},
+    {file = "yarl-1.9.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:ba6f52cbc7809cd8d74604cce9c14868306ae4aa0282016b641c661f981a6e91"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a6327976c7c2f4ee6816eff196e25385ccc02cb81427952414a64811037bbc8b"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8397a3817d7dcdd14bb266283cd1d6fc7264a48c186b986f32e86d86d35fbac5"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e0381b4ce23ff92f8170080c97678040fc5b08da85e9e292292aba67fdac6c34"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:23d32a2594cb5d565d358a92e151315d1b2268bc10f4610d098f96b147370136"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ddb2a5c08a4eaaba605340fdee8fc08e406c56617566d9643ad8bf6852778fc7"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:26a1dc6285e03f3cc9e839a2da83bcbf31dcb0d004c72d0730e755b33466c30e"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:18580f672e44ce1238b82f7fb87d727c4a131f3a9d33a5e0e82b793362bf18b4"},
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+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:1f23e4fe1e8794f74b6027d7cf19dc25f8b63af1483d91d595d4a07eca1fb26c"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:db8e58b9d79200c76956cefd14d5c90af54416ff5353c5bfd7cbe58818e26ef0"},
+    {file = "yarl-1.9.4-cp39-cp39-win32.whl", hash = "sha256:c7224cab95645c7ab53791022ae77a4509472613e839dab722a72abe5a684575"},
+    {file = "yarl-1.9.4-cp39-cp39-win_amd64.whl", hash = "sha256:824d6c50492add5da9374875ce72db7a0733b29c2394890aef23d533106e2b15"},
+    {file = "yarl-1.9.4-py3-none-any.whl", hash = "sha256:928cecb0ef9d5a7946eb6ff58417ad2fe9375762382f1bf5c55e61645f2c43ad"},
+    {file = "yarl-1.9.4.tar.gz", hash = "sha256:566db86717cf8080b99b58b083b773a908ae40f06681e87e589a976faf8246bf"},
 ]
 
 [package.dependencies]
@@ -4816,7 +4895,6 @@ multidict = ">=4.0"
 name = "zipp"
 version = "3.17.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -4831,4 +4909,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8"
-content-hash = "2511bee4f4f23613c92e7d9ca971e8baa6869db728565b6033effdcdc7642d43"
+content-hash = "4983b2cc34da2fb4a75bb15d48a1227ce635040e1da10e2d9c7aec265651725d"
diff --git a/pyproject.toml b/pyproject.toml
index dc968bfd..f69e9853 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -15,8 +15,8 @@ packages = [{include = "rul_adapt"}]
 
 [tool.poetry.dependencies]
 python = "^3.8"
-pytorch-lightning = "^1.8.0.post1"
-rul-datasets = ">=0.10.5"
+pytorch-lightning = ">1.8.0.post1"
+rul-datasets = ">=0.14.0"
 tqdm = "^4.62.2"
 hydra-core = "^1.3.1"
 pywavelets = "^1.4.1"
@@ -34,7 +34,7 @@ pytest-mock = "^3.10.0"
 optional = true
 
 [tool.poetry.group.docs.dependencies]
-mkdocstrings = {extras = ["python"], version = "^0.22.0"}
+mkdocstrings = {extras = ["python"], version = "^0.24.0"}
 mkdocs-gen-files = "^0.5.0"
 mkdocs-literate-nav = "^0.5.0"
 mkdocs-section-index = "^0.3.4"
diff --git a/rul_adapt/approach/adarul.py b/rul_adapt/approach/adarul.py
index 66a700f1..9ef3e3cf 100644
--- a/rul_adapt/approach/adarul.py
+++ b/rul_adapt/approach/adarul.py
@@ -10,7 +10,7 @@
 https://doi.org/10.1109/ICPHM49022.2020.9187053) and evaluated on the CMAPSS dataset."""
 
 import copy
-from typing import Optional, Any, List, Dict, Literal
+from typing import Optional, Any, List, Literal
 
 import torch
 from torch import nn
@@ -154,7 +154,7 @@ def domain_disc(self):
         else:
             raise RuntimeError("Domain disc used before 'set_model' was called.")
 
-    def configure_optimizers(self) -> List[Dict[str, Any]]:
+    def configure_optimizers(self) -> List[utils.OptimizerLRSchedulerConfig]:  # type: ignore[override]
         """Configure an optimizer for the generator and discriminator respectively."""
         return [
             self._get_optimizer(self.domain_disc.parameters()),
@@ -196,12 +196,12 @@ def training_step(self, batch: List[torch.Tensor], batch_idx: int) -> torch.Tens
             self._reset_update_counters()
 
         if self._should_update_disc():
-            optim, _ = self.optimizers()  # type: ignore[misc]
+            optim, _ = self.optimizers()  # type: ignore[attr-defined, misc]
             loss = self._get_disc_loss(source, target)
             self.log("train/disc_loss", loss)
             self._disc_counter += 1
         elif self._should_update_gen():
-            _, optim = self.optimizers()  # type: ignore[misc]
+            _, optim = self.optimizers()  # type: ignore[attr-defined, misc]
             loss = self._get_gen_loss(target)
             self.log("train/gen_loss", loss)
             self._gen_counter += 1
diff --git a/rul_adapt/approach/conditional.py b/rul_adapt/approach/conditional.py
index 6b0b375c..d012176b 100644
--- a/rul_adapt/approach/conditional.py
+++ b/rul_adapt/approach/conditional.py
@@ -9,7 +9,7 @@
 [Cheng et al.](https://doi.org/10.1007/s10845-021-01814-y) in 2021."""
 
 from copy import deepcopy
-from typing import List, Tuple, Literal, Optional, Any, Dict
+from typing import List, Tuple, Literal, Optional, Any
 
 import torch
 from torch import nn
@@ -19,6 +19,7 @@
 from rul_adapt.approach.abstract import AdaptionApproach
 from rul_adapt.approach.evaluation import AdaptionEvaluator
 from rul_adapt.model import FullyConnectedHead
+from rul_adapt.utils import OptimizerLRSchedulerConfig
 
 
 class ConditionalMmdApproach(AdaptionApproach):
@@ -104,7 +105,7 @@ def __init__(
     def fuzzy_sets(self) -> List[Tuple[float, float]]:
         return self.conditional_mmd_loss.fuzzy_sets
 
-    def configure_optimizers(self) -> Dict[str, Any]:
+    def configure_optimizers(self) -> OptimizerLRSchedulerConfig:
         """Configure an Adam optimizer."""
         return self._get_optimizer(self.parameters())
 
@@ -333,7 +334,7 @@ def _check_domain_disc(self, domain_disc: Optional[nn.Module]) -> nn.Module:
     def domain_disc(self) -> nn.Module:
         return self.dann_loss.domain_disc
 
-    def configure_optimizers(self) -> Dict[str, Any]:
+    def configure_optimizers(self) -> utils.OptimizerLRSchedulerConfig:
         """Configure an Adam optimizer."""
         return self._get_optimizer(self.parameters())
 
diff --git a/rul_adapt/approach/consistency.py b/rul_adapt/approach/consistency.py
index 2b0156fa..59a8d77f 100644
--- a/rul_adapt/approach/consistency.py
+++ b/rul_adapt/approach/consistency.py
@@ -27,7 +27,7 @@
 import copy
 import math
 from itertools import chain
-from typing import Optional, Any, List, Tuple, Dict, Literal
+from typing import Optional, Any, List, Tuple, Literal
 
 import numpy as np
 import torch
@@ -183,7 +183,7 @@ def dann_factor(self):
         """
         return 2 / (1 + math.exp(-10 * self.current_epoch / self.max_epochs)) - 1
 
-    def configure_optimizers(self) -> Dict[str, Any]:
+    def configure_optimizers(self) -> utils.OptimizerLRSchedulerConfig:
         """Configure an optimizer to train the feature extractor, regressor and
         domain discriminator."""
         parameters = chain(
diff --git a/rul_adapt/approach/dann.py b/rul_adapt/approach/dann.py
index a940687c..241b70c5 100644
--- a/rul_adapt/approach/dann.py
+++ b/rul_adapt/approach/dann.py
@@ -25,7 +25,7 @@
     [10.1109/ICPHM49022.2020.9187058](https://doi.org/10.1109/ICPHM49022.2020.9187058)
 """
 
-from typing import Any, Optional, Dict, Literal, List
+from typing import Any, Optional, Literal, List
 
 import torch
 from torch import nn
@@ -163,7 +163,7 @@ def domain_disc(self):
         else:
             raise RuntimeError("Domain disc used before 'set_model' was called.")
 
-    def configure_optimizers(self) -> Dict[str, Any]:
+    def configure_optimizers(self) -> utils.OptimizerLRSchedulerConfig:
         """Configure an optimizer for the whole model."""
         return self._get_optimizer(self.parameters())
 
diff --git a/rul_adapt/approach/latent_align.py b/rul_adapt/approach/latent_align.py
index 3cd07c54..eed7391a 100644
--- a/rul_adapt/approach/latent_align.py
+++ b/rul_adapt/approach/latent_align.py
@@ -24,7 +24,7 @@
 [rul_adapt.approach.latent_align.LatentAlignFttpApproach] introduced by [Li et al.](
 https://doi.org/10.1016/j.knosys.2020.105843) in 2020."""
 
-from typing import Tuple, List, Any, Optional, Literal, Dict
+from typing import Tuple, List, Any, Optional, Literal
 
 import numpy as np
 import torch
@@ -35,6 +35,7 @@
 from rul_adapt import utils
 from rul_adapt.approach.abstract import AdaptionApproach
 from rul_adapt.approach.evaluation import AdaptionEvaluator
+from rul_adapt.utils import OptimizerLRSchedulerConfig
 
 
 class LatentAlignFttpApproach(AdaptionApproach):
@@ -134,7 +135,7 @@ def generator(self):
         else:
             raise RuntimeError("Generator used before 'set_model' was called.")
 
-    def configure_optimizers(self) -> Dict[str, Any]:
+    def configure_optimizers(self) -> OptimizerLRSchedulerConfig:
         """Configure an optimizer for the generator and discriminator."""
         return self._get_optimizer(self.parameters())
 
@@ -397,7 +398,7 @@ def __init__(
 
         self.save_hyperparameters()
 
-    def configure_optimizers(self) -> Dict[str, Any]:
+    def configure_optimizers(self) -> utils.OptimizerLRSchedulerConfig:
         """Configure an optimizer."""
         optim = self._get_optimizer(self.parameters())
 
diff --git a/rul_adapt/approach/mmd.py b/rul_adapt/approach/mmd.py
index ad7a7a36..a9843150 100644
--- a/rul_adapt/approach/mmd.py
+++ b/rul_adapt/approach/mmd.py
@@ -25,7 +25,7 @@
     [10.1109/ICPHM49022.2020.9187058](https://doi.org/10.1109/ICPHM49022.2020.9187058)
 """
 
-from typing import List, Literal, Any, Dict
+from typing import List, Literal, Any
 
 import torch
 
@@ -99,7 +99,7 @@ def __init__(
 
         self.save_hyperparameters()
 
-    def configure_optimizers(self) -> Dict[str, Any]:
+    def configure_optimizers(self) -> utils.OptimizerLRSchedulerConfig:
         """Configure an optimizer."""
         return self._get_optimizer(self.parameters())
 
diff --git a/rul_adapt/approach/supervised.py b/rul_adapt/approach/supervised.py
index 2358cf8b..a57a811b 100644
--- a/rul_adapt/approach/supervised.py
+++ b/rul_adapt/approach/supervised.py
@@ -6,7 +6,7 @@
 ```
 """
 
-from typing import Literal, Any, Dict, List
+from typing import Literal, Any, List
 
 import torch
 import torchmetrics
@@ -78,7 +78,7 @@ def __init__(
 
         self.save_hyperparameters()
 
-    def configure_optimizers(self) -> Dict[str, Any]:
+    def configure_optimizers(self) -> utils.OptimizerLRSchedulerConfig:
         return self._get_optimizer(self.parameters())
 
     def forward(self, inputs: torch.Tensor) -> torch.Tensor:
diff --git a/rul_adapt/utils.py b/rul_adapt/utils.py
index c302bebe..881a3066 100644
--- a/rul_adapt/utils.py
+++ b/rul_adapt/utils.py
@@ -1,11 +1,17 @@
 import warnings
 from itertools import tee
-from typing import Union, Callable, Literal, Any, Dict, Optional, Iterable
+from typing import Union, Callable, Literal, Any, Optional, Iterable
 
+import pytorch_lightning
 import torch
 import torchmetrics
 from torch import nn
 
+if pytorch_lightning.__version__.startswith("2."):
+    from pytorch_lightning.utilities.types import OptimizerLRSchedulerConfig  # type: ignore
+else:
+    OptimizerLRSchedulerConfig = dict  # type: ignore
+
 
 def pairwise(iterable):
     """s -> (s0,s1), (s1,s2), (s2, s3), ..."""
@@ -109,7 +115,9 @@ def _is_excess_kwarg(key: str) -> bool:
                 f"will be ignored: {excess_kwargs}."
             )
 
-    def __call__(self, parameters: Iterable[nn.Parameter]) -> Dict[str, Any]:
+    def __call__(
+        self, parameters: Iterable[nn.Parameter]
+    ) -> OptimizerLRSchedulerConfig:
         """
         Create an optimizer with an optional scheduler for the given parameters.
 
@@ -128,7 +136,7 @@ def __call__(self, parameters: Iterable[nn.Parameter]) -> Dict[str, Any]:
             if key.startswith("optim_")
         }
         optim = self._optim_func(parameters, lr=self.lr, **optim_kwargs)
-        optim_config = {"optimizer": optim}
+        optim_config = OptimizerLRSchedulerConfig(optimizer=optim)
 
         if self.scheduler_type is not None:
             scheduler_kwargs = {
diff --git a/tests/test_approach/test_evaluation.py b/tests/test_approach/test_evaluation.py
index 21f87498..341532eb 100644
--- a/tests/test_approach/test_evaluation.py
+++ b/tests/test_approach/test_evaluation.py
@@ -28,8 +28,8 @@ def validation_step(self, batch, batch_idx, dataloader_idx):
         domain = "source" if dataloader_idx == 0 else "target"
         self.evaluator.validation(batch, domain)
 
-    def test_step(self, batch, batch_idx, data_loader_idx):
-        domain = "source" if data_loader_idx == 0 else "target"
+    def test_step(self, batch, batch_idx, dataloader_idx):
+        domain = "source" if dataloader_idx == 0 else "target"
         self.evaluator.test(batch, domain)