diff --git a/.github/workflows/cov_test_workflow.yml b/.github/workflows/cov_test_workflow.yml
index 509e3024..33dbb53d 100644
--- a/.github/workflows/cov_test_workflow.yml
+++ b/.github/workflows/cov_test_workflow.yml
@@ -34,6 +34,9 @@ jobs:
         poetry run flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
         # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
         poetry run flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
+    - name: Install optional dependency pynwb
+      run: |
+        poetry add pynwb
     - name: Test with pytest and get coverage
       run: |
         cd syncopy/tests
diff --git a/poetry.lock b/poetry.lock
index b6cd9519..bbb3a2d0 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,9 +1,10 @@
-# This file is automatically @generated by Poetry 1.5.0 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.4.0 and should not be changed by hand.
 
 [[package]]
 name = "accessible-pygments"
 version = "0.0.4"
 description = "A collection of accessible pygments styles"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -18,6 +19,7 @@ pygments = ">=1.5"
 name = "alabaster"
 version = "0.7.13"
 description = "A configurable sidebar-enabled Sphinx theme"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -29,6 +31,7 @@ files = [
 name = "appnope"
 version = "0.1.3"
 description = "Disable App Nap on macOS >= 10.9"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -40,6 +43,7 @@ files = [
 name = "asttokens"
 version = "2.2.1"
 description = "Annotate AST trees with source code positions"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -57,6 +61,7 @@ test = ["astroid", "pytest"]
 name = "asv"
 version = "0.5.1"
 description = "Airspeed Velocity: A simple Python history benchmarking tool"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -70,28 +75,11 @@ six = ">=1.4"
 hg = ["python-hglib (>=1.5)"]
 testing = ["feedparser", "filelock", "numpy", "pip", "pytest (>=4.4.0)", "pytest (>=4.4.0,<5.0)", "pytest-faulthandler", "pytest-faulthandler (<2.0)", "pytest-rerunfailures (>=8.0)", "pytest-rerunfailures (>=8.0,<9.0)", "pytest-timeout", "pytest-xdist", "python-hglib", "scipy", "selenium", "setuptools", "six", "virtualenv (>=1.7)", "wheel"]
 
-[[package]]
-name = "attrs"
-version = "23.1.0"
-description = "Classes Without Boilerplate"
-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"},
-]
-
-[package.extras]
-cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[docs,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]"]
-
 [[package]]
 name = "babel"
 version = "2.12.1"
 description = "Internationalization utilities"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -106,6 +94,7 @@ pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""}
 name = "backcall"
 version = "0.2.0"
 description = "Specifications for callback functions passed in to an API"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -117,6 +106,7 @@ files = [
 name = "beautifulsoup4"
 version = "4.12.2"
 description = "Screen-scraping library"
+category = "dev"
 optional = false
 python-versions = ">=3.6.0"
 files = [
@@ -135,6 +125,7 @@ lxml = ["lxml"]
 name = "black"
 version = "22.12.0"
 description = "The uncompromising code formatter."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -170,6 +161,7 @@ uvloop = ["uvloop (>=0.15.2)"]
 name = "bokeh"
 version = "3.1.1"
 description = "Interactive plots and applications in the browser from Python"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -192,6 +184,7 @@ xyzservices = ">=2021.09.1"
 name = "certifi"
 version = "2023.5.7"
 description = "Python package for providing Mozilla's CA Bundle."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -203,6 +196,7 @@ files = [
 name = "charset-normalizer"
 version = "3.1.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "dev"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -287,6 +281,7 @@ files = [
 name = "click"
 version = "8.1.3"
 description = "Composable command line interface toolkit"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -301,6 +296,7 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "cloudpickle"
 version = "2.2.1"
 description = "Extended pickling support for Python objects"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -312,6 +308,7 @@ files = [
 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 = [
@@ -321,136 +318,131 @@ files = [
 
 [[package]]
 name = "contourpy"
-version = "1.0.7"
+version = "1.1.0"
 description = "Python library for calculating contours of 2D quadrilateral grids"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "contourpy-1.0.7-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:95c3acddf921944f241b6773b767f1cbce71d03307270e2d769fd584d5d1092d"},
-    {file = "contourpy-1.0.7-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:fc1464c97579da9f3ab16763c32e5c5d5bb5fa1ec7ce509a4ca6108b61b84fab"},
-    {file = "contourpy-1.0.7-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8acf74b5d383414401926c1598ed77825cd530ac7b463ebc2e4f46638f56cce6"},
-    {file = "contourpy-1.0.7-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1c71fdd8f1c0f84ffd58fca37d00ca4ebaa9e502fb49825484da075ac0b0b803"},
-    {file = "contourpy-1.0.7-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f99e9486bf1bb979d95d5cffed40689cb595abb2b841f2991fc894b3452290e8"},
-    {file = "contourpy-1.0.7-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:87f4d8941a9564cda3f7fa6a6cd9b32ec575830780677932abdec7bcb61717b0"},
-    {file = "contourpy-1.0.7-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:9e20e5a1908e18aaa60d9077a6d8753090e3f85ca25da6e25d30dc0a9e84c2c6"},
-    {file = "contourpy-1.0.7-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:a877ada905f7d69b2a31796c4b66e31a8068b37aa9b78832d41c82fc3e056ddd"},
-    {file = "contourpy-1.0.7-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:6381fa66866b0ea35e15d197fc06ac3840a9b2643a6475c8fff267db8b9f1e69"},
-    {file = "contourpy-1.0.7-cp310-cp310-win32.whl", hash = "sha256:3c184ad2433635f216645fdf0493011a4667e8d46b34082f5a3de702b6ec42e3"},
-    {file = "contourpy-1.0.7-cp310-cp310-win_amd64.whl", hash = "sha256:3caea6365b13119626ee996711ab63e0c9d7496f65641f4459c60a009a1f3e80"},
-    {file = "contourpy-1.0.7-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:ed33433fc3820263a6368e532f19ddb4c5990855e4886088ad84fd7c4e561c71"},
-    {file = "contourpy-1.0.7-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:38e2e577f0f092b8e6774459317c05a69935a1755ecfb621c0a98f0e3c09c9a5"},
-    {file = "contourpy-1.0.7-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:ae90d5a8590e5310c32a7630b4b8618cef7563cebf649011da80874d0aa8f414"},
-    {file = "contourpy-1.0.7-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:130230b7e49825c98edf0b428b7aa1125503d91732735ef897786fe5452b1ec2"},
-    {file = "contourpy-1.0.7-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:58569c491e7f7e874f11519ef46737cea1d6eda1b514e4eb5ac7dab6aa864d02"},
-    {file = "contourpy-1.0.7-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:54d43960d809c4c12508a60b66cb936e7ed57d51fb5e30b513934a4a23874fae"},
-    {file = "contourpy-1.0.7-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:152fd8f730c31fd67fe0ffebe1df38ab6a669403da93df218801a893645c6ccc"},
-    {file = "contourpy-1.0.7-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:9056c5310eb1daa33fc234ef39ebfb8c8e2533f088bbf0bc7350f70a29bde1ac"},
-    {file = "contourpy-1.0.7-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:a9d7587d2fdc820cc9177139b56795c39fb8560f540bba9ceea215f1f66e1566"},
-    {file = "contourpy-1.0.7-cp311-cp311-win32.whl", hash = "sha256:4ee3ee247f795a69e53cd91d927146fb16c4e803c7ac86c84104940c7d2cabf0"},
-    {file = "contourpy-1.0.7-cp311-cp311-win_amd64.whl", hash = "sha256:5caeacc68642e5f19d707471890f037a13007feba8427eb7f2a60811a1fc1350"},
-    {file = "contourpy-1.0.7-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:fd7dc0e6812b799a34f6d12fcb1000539098c249c8da54f3566c6a6461d0dbad"},
-    {file = "contourpy-1.0.7-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:0f9d350b639db6c2c233d92c7f213d94d2e444d8e8fc5ca44c9706cf72193772"},
-    {file = "contourpy-1.0.7-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:e96a08b62bb8de960d3a6afbc5ed8421bf1a2d9c85cc4ea73f4bc81b4910500f"},
-    {file = "contourpy-1.0.7-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:031154ed61f7328ad7f97662e48660a150ef84ee1bc8876b6472af88bf5a9b98"},
-    {file = "contourpy-1.0.7-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2e9ebb4425fc1b658e13bace354c48a933b842d53c458f02c86f371cecbedecc"},
-    {file = "contourpy-1.0.7-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:efb8f6d08ca7998cf59eaf50c9d60717f29a1a0a09caa46460d33b2924839dbd"},
-    {file = "contourpy-1.0.7-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:6c180d89a28787e4b73b07e9b0e2dac7741261dbdca95f2b489c4f8f887dd810"},
-    {file = "contourpy-1.0.7-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:b8d587cc39057d0afd4166083d289bdeff221ac6d3ee5046aef2d480dc4b503c"},
-    {file = "contourpy-1.0.7-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:769eef00437edf115e24d87f8926955f00f7704bede656ce605097584f9966dc"},
-    {file = "contourpy-1.0.7-cp38-cp38-win32.whl", hash = "sha256:62398c80ef57589bdbe1eb8537127321c1abcfdf8c5f14f479dbbe27d0322e66"},
-    {file = "contourpy-1.0.7-cp38-cp38-win_amd64.whl", hash = "sha256:57119b0116e3f408acbdccf9eb6ef19d7fe7baf0d1e9aaa5381489bc1aa56556"},
-    {file = "contourpy-1.0.7-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:30676ca45084ee61e9c3da589042c24a57592e375d4b138bd84d8709893a1ba4"},
-    {file = "contourpy-1.0.7-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:3e927b3868bd1e12acee7cc8f3747d815b4ab3e445a28d2e5373a7f4a6e76ba1"},
-    {file = "contourpy-1.0.7-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:366a0cf0fc079af5204801786ad7a1c007714ee3909e364dbac1729f5b0849e5"},
-    {file = "contourpy-1.0.7-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:89ba9bb365446a22411f0673abf6ee1fea3b2cf47b37533b970904880ceb72f3"},
-    {file = "contourpy-1.0.7-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:71b0bf0c30d432278793d2141362ac853859e87de0a7dee24a1cea35231f0d50"},
-    {file = "contourpy-1.0.7-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e7281244c99fd7c6f27c1c6bfafba878517b0b62925a09b586d88ce750a016d2"},
-    {file = "contourpy-1.0.7-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:b6d0f9e1d39dbfb3977f9dd79f156c86eb03e57a7face96f199e02b18e58d32a"},
-    {file = "contourpy-1.0.7-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:7f6979d20ee5693a1057ab53e043adffa1e7418d734c1532e2d9e915b08d8ec2"},
-    {file = "contourpy-1.0.7-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:5dd34c1ae752515318224cba7fc62b53130c45ac6a1040c8b7c1a223c46e8967"},
-    {file = "contourpy-1.0.7-cp39-cp39-win32.whl", hash = "sha256:c5210e5d5117e9aec8c47d9156d1d3835570dd909a899171b9535cb4a3f32693"},
-    {file = "contourpy-1.0.7-cp39-cp39-win_amd64.whl", hash = "sha256:60835badb5ed5f4e194a6f21c09283dd6e007664a86101431bf870d9e86266c4"},
-    {file = "contourpy-1.0.7-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:ce41676b3d0dd16dbcfabcc1dc46090aaf4688fd6e819ef343dbda5a57ef0161"},
-    {file = "contourpy-1.0.7-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5a011cf354107b47c58ea932d13b04d93c6d1d69b8b6dce885e642531f847566"},
-    {file = "contourpy-1.0.7-pp38-pypy38_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:31a55dccc8426e71817e3fe09b37d6d48ae40aae4ecbc8c7ad59d6893569c436"},
-    {file = "contourpy-1.0.7-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:69f8ff4db108815addd900a74df665e135dbbd6547a8a69333a68e1f6e368ac2"},
-    {file = "contourpy-1.0.7-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:efe99298ba37e37787f6a2ea868265465410822f7bea163edcc1bd3903354ea9"},
-    {file = "contourpy-1.0.7-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:a1e97b86f73715e8670ef45292d7cc033548266f07d54e2183ecb3c87598888f"},
-    {file = "contourpy-1.0.7-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cc331c13902d0f50845099434cd936d49d7a2ca76cb654b39691974cb1e4812d"},
-    {file = "contourpy-1.0.7-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:24847601071f740837aefb730e01bd169fbcaa610209779a78db7ebb6e6a7051"},
-    {file = "contourpy-1.0.7-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:abf298af1e7ad44eeb93501e40eb5a67abbf93b5d90e468d01fc0c4451971afa"},
-    {file = "contourpy-1.0.7-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:64757f6460fc55d7e16ed4f1de193f362104285c667c112b50a804d482777edd"},
-    {file = "contourpy-1.0.7.tar.gz", hash = "sha256:d8165a088d31798b59e91117d1f5fc3df8168d8b48c4acc10fc0df0d0bdbcc5e"},
+    {file = "contourpy-1.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:89f06eff3ce2f4b3eb24c1055a26981bffe4e7264acd86f15b97e40530b794bc"},
+    {file = "contourpy-1.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dffcc2ddec1782dd2f2ce1ef16f070861af4fb78c69862ce0aab801495dda6a3"},
+    {file = "contourpy-1.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:25ae46595e22f93592d39a7eac3d638cda552c3e1160255258b695f7b58e5655"},
+    {file = "contourpy-1.1.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:17cfaf5ec9862bc93af1ec1f302457371c34e688fbd381f4035a06cd47324f48"},
+    {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-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"},
+    {file = "contourpy-1.1.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:052cc634bf903c604ef1a00a5aa093c54f81a2612faedaa43295809ffdde885e"},
+    {file = "contourpy-1.1.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9382a1c0bc46230fb881c36229bfa23d8c303b889b788b939365578d762b5c18"},
+    {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-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"},
+    {file = "contourpy-1.1.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:62013a2cf68abc80dadfd2307299bfa8f5aa0dcaec5b2954caeb5fa094171103"},
+    {file = "contourpy-1.1.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0b6616375d7de55797d7a66ee7d087efe27f03d336c27cf1f32c02b8c1a5ac70"},
+    {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-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"},
+    {file = "contourpy-1.1.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9f2931ed4741f98f74b410b16e5213f71dcccee67518970c42f64153ea9313b9"},
+    {file = "contourpy-1.1.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:30f511c05fab7f12e0b1b7730ebdc2ec8deedcfb505bc27eb570ff47c51a8f15"},
+    {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-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"},
+    {file = "contourpy-1.1.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:a67259c2b493b00e5a4d0f7bfae51fb4b3371395e47d079a4446e9b0f4d70e76"},
+    {file = "contourpy-1.1.0-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:2b836d22bd2c7bb2700348e4521b25e077255ebb6ab68e351ab5aa91ca27e027"},
+    {file = "contourpy-1.1.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:084eaa568400cfaf7179b847ac871582199b1b44d5699198e9602ecbbb5f6104"},
+    {file = "contourpy-1.1.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:911ff4fd53e26b019f898f32db0d4956c9d227d51338fb3b03ec72ff0084ee5f"},
+    {file = "contourpy-1.1.0.tar.gz", hash = "sha256:e53046c3863828d21d531cc3b53786e6580eb1ba02477e8681009b6aa0870b21"},
 ]
 
 [package.dependencies]
 numpy = ">=1.16"
 
 [package.extras]
-bokeh = ["bokeh", "chromedriver", "selenium"]
+bokeh = ["bokeh", "selenium"]
 docs = ["furo", "sphinx-copybutton"]
-mypy = ["contourpy[bokeh]", "docutils-stubs", "mypy (==0.991)", "types-Pillow"]
-test = ["Pillow", "matplotlib", "pytest"]
-test-no-images = ["pytest"]
+mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.2.0)", "types-Pillow"]
+test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
+test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
 
 [[package]]
 name = "coverage"
-version = "7.2.6"
+version = "7.2.7"
 description = "Code coverage measurement for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "coverage-7.2.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:496b86f1fc9c81a1cd53d8842ef712e950a4611bba0c42d33366a7b91ba969ec"},
-    {file = "coverage-7.2.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fbe6e8c0a9a7193ba10ee52977d4d5e7652957c1f56ccefed0701db8801a2a3b"},
-    {file = "coverage-7.2.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:76d06b721c2550c01a60e5d3093f417168658fb454e5dfd9a23570e9bffe39a1"},
-    {file = "coverage-7.2.6-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:77a04b84d01f0e12c66f16e69e92616442dc675bbe51b90bfb074b1e5d1c7fbd"},
-    {file = "coverage-7.2.6-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:35db06450272473eab4449e9c2ad9bc6a0a68dab8e81a0eae6b50d9c2838767e"},
-    {file = "coverage-7.2.6-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:6727a0d929ff0028b1ed8b3e7f8701670b1d7032f219110b55476bb60c390bfb"},
-    {file = "coverage-7.2.6-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:aac1d5fdc5378f6bac2c0c7ebe7635a6809f5b4376f6cf5d43243c1917a67087"},
-    {file = "coverage-7.2.6-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:1c9e4a5eb1bbc3675ee57bc31f8eea4cd7fb0cbcbe4912cf1cb2bf3b754f4a80"},
-    {file = "coverage-7.2.6-cp310-cp310-win32.whl", hash = "sha256:71f739f97f5f80627f1fee2331e63261355fd1e9a9cce0016394b6707ac3f4ec"},
-    {file = "coverage-7.2.6-cp310-cp310-win_amd64.whl", hash = "sha256:fde5c7a9d9864d3e07992f66767a9817f24324f354caa3d8129735a3dc74f126"},
-    {file = "coverage-7.2.6-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:bc7b667f8654376e9353dd93e55e12ce2a59fb6d8e29fce40de682273425e044"},
-    {file = "coverage-7.2.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:697f4742aa3f26c107ddcb2b1784a74fe40180014edbd9adaa574eac0529914c"},
-    {file = "coverage-7.2.6-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:541280dde49ce74a4262c5e395b48ea1207e78454788887118c421cb4ffbfcac"},
-    {file = "coverage-7.2.6-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6e7f1a8328eeec34c54f1d5968a708b50fc38d31e62ca8b0560e84a968fbf9a9"},
-    {file = "coverage-7.2.6-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4bbd58eb5a2371bf160590f4262109f66b6043b0b991930693134cb617bc0169"},
-    {file = "coverage-7.2.6-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:ae82c5f168d2a39a5d69a12a69d4dc23837a43cf2ca99be60dfe59996ea6b113"},
-    {file = "coverage-7.2.6-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:f5440cdaf3099e7ab17a5a7065aed59aff8c8b079597b61c1f8be6f32fe60636"},
-    {file = "coverage-7.2.6-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:a6f03f87fea579d55e0b690d28f5042ec1368650466520fbc400e7aeaf09e995"},
-    {file = "coverage-7.2.6-cp311-cp311-win32.whl", hash = "sha256:dc4d5187ef4d53e0d4c8eaf530233685667844c5fb0b855fea71ae659017854b"},
-    {file = "coverage-7.2.6-cp311-cp311-win_amd64.whl", hash = "sha256:c93d52c3dc7b9c65e39473704988602300e3cc1bad08b5ab5b03ca98bbbc68c1"},
-    {file = "coverage-7.2.6-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:42c692b55a647a832025a4c048007034fe77b162b566ad537ce65ad824b12a84"},
-    {file = "coverage-7.2.6-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d7786b2fa7809bf835f830779ad285215a04da76293164bb6745796873f0942d"},
-    {file = "coverage-7.2.6-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:25bad4196104761bc26b1dae9b57383826542ec689ff0042f7f4f4dd7a815cba"},
-    {file = "coverage-7.2.6-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2692306d3d4cb32d2cceed1e47cebd6b1d2565c993d6d2eda8e6e6adf53301e6"},
-    {file = "coverage-7.2.6-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:392154d09bd4473b9d11351ab5d63391f3d5d24d752f27b3be7498b0ee2b5226"},
-    {file = "coverage-7.2.6-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:fa079995432037b5e2ef5ddbb270bcd2ded9f52b8e191a5de11fe59a00ea30d8"},
-    {file = "coverage-7.2.6-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:d712cefff15c712329113b01088ba71bbcef0f7ea58478ca0bbec63a824844cb"},
-    {file = "coverage-7.2.6-cp37-cp37m-win32.whl", hash = "sha256:004948e296149644d208964300cb3d98affc5211e9e490e9979af4030b0d6473"},
-    {file = "coverage-7.2.6-cp37-cp37m-win_amd64.whl", hash = "sha256:c1d7a31603c3483ac49c1726723b0934f88f2c011c660e6471e7bd735c2fa110"},
-    {file = "coverage-7.2.6-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:3436927d1794fa6763b89b60c896f9e3bd53212001026ebc9080d23f0c2733c1"},
-    {file = "coverage-7.2.6-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:44c9b9f1a245f3d0d202b1a8fa666a80b5ecbe4ad5d0859c0fb16a52d9763224"},
-    {file = "coverage-7.2.6-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4e3783a286d5a93a2921396d50ce45a909aa8f13eee964465012f110f0cbb611"},
-    {file = "coverage-7.2.6-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3cff6980fe7100242170092bb40d2b1cdad79502cd532fd26b12a2b8a5f9aee0"},
-    {file = "coverage-7.2.6-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c534431153caffc7c495c3eddf7e6a6033e7f81d78385b4e41611b51e8870446"},
-    {file = "coverage-7.2.6-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:3062fd5c62df988cea9f2972c593f77fed1182bfddc5a3b12b1e606cb7aba99e"},
-    {file = "coverage-7.2.6-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:6284a2005e4f8061c58c814b1600ad0074ccb0289fe61ea709655c5969877b70"},
-    {file = "coverage-7.2.6-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:97729e6828643f168a2a3f07848e1b1b94a366b13a9f5aba5484c2215724edc8"},
-    {file = "coverage-7.2.6-cp38-cp38-win32.whl", hash = "sha256:dc11b42fa61ff1e788dd095726a0aed6aad9c03d5c5984b54cb9e1e67b276aa5"},
-    {file = "coverage-7.2.6-cp38-cp38-win_amd64.whl", hash = "sha256:cbcc874f454ee51f158afd604a315f30c0e31dff1d5d5bf499fc529229d964dd"},
-    {file = "coverage-7.2.6-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:d3cacc6a665221108ecdf90517a8028d07a2783df3417d12dcfef1c517e67478"},
-    {file = "coverage-7.2.6-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:272ab31228a9df857ab5df5d67936d8861464dc89c5d3fab35132626e9369379"},
-    {file = "coverage-7.2.6-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9a8723ccec4e564d4b9a79923246f7b9a8de4ec55fa03ec4ec804459dade3c4f"},
-    {file = "coverage-7.2.6-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5906f6a84b47f995cd1bf0aca1c72d591c55ee955f98074e93660d64dfc66eb9"},
-    {file = "coverage-7.2.6-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:52c139b7ab3f0b15f9aad0a3fedef5a1f8c0b2bdc291d88639ca2c97d3682416"},
-    {file = "coverage-7.2.6-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:a5ffd45c6b93c23a8507e2f436983015c6457aa832496b6a095505ca2f63e8f1"},
-    {file = "coverage-7.2.6-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:4f3c7c19581d471af0e9cb49d928172cd8492cd78a2b7a4e82345d33662929bb"},
-    {file = "coverage-7.2.6-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:2e8c0e79820cdd67978e1120983786422d279e07a381dbf89d03bbb23ec670a6"},
-    {file = "coverage-7.2.6-cp39-cp39-win32.whl", hash = "sha256:13cde6bb0e58fb67d09e2f373de3899d1d1e866c5a9ff05d93615f2f54fbd2bb"},
-    {file = "coverage-7.2.6-cp39-cp39-win_amd64.whl", hash = "sha256:6b9f64526286255735847aed0221b189486e0b9ed943446936e41b7e44b08783"},
-    {file = "coverage-7.2.6-pp37.pp38.pp39-none-any.whl", hash = "sha256:6babcbf1e66e46052442f10833cfc4a0d3554d8276aa37af8531a83ed3c1a01d"},
-    {file = "coverage-7.2.6.tar.gz", hash = "sha256:2025f913f2edb0272ef15d00b1f335ff8908c921c8eb2013536fcaf61f5a683d"},
+    {file = "coverage-7.2.7-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d39b5b4f2a66ccae8b7263ac3c8170994b65266797fb96cbbfd3fb5b23921db8"},
+    {file = "coverage-7.2.7-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6d040ef7c9859bb11dfeb056ff5b3872436e3b5e401817d87a31e1750b9ae2fb"},
+    {file = "coverage-7.2.7-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ba90a9563ba44a72fda2e85302c3abc71c5589cea608ca16c22b9804262aaeb6"},
+    {file = "coverage-7.2.7-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e7d9405291c6928619403db1d10bd07888888ec1abcbd9748fdaa971d7d661b2"},
+    {file = "coverage-7.2.7-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:31563e97dae5598556600466ad9beea39fb04e0229e61c12eaa206e0aa202063"},
+    {file = "coverage-7.2.7-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:ebba1cd308ef115925421d3e6a586e655ca5a77b5bf41e02eb0e4562a111f2d1"},
+    {file = "coverage-7.2.7-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:cb017fd1b2603ef59e374ba2063f593abe0fc45f2ad9abdde5b4d83bd922a353"},
+    {file = "coverage-7.2.7-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:d62a5c7dad11015c66fbb9d881bc4caa5b12f16292f857842d9d1871595f4495"},
+    {file = "coverage-7.2.7-cp310-cp310-win32.whl", hash = "sha256:ee57190f24fba796e36bb6d3aa8a8783c643d8fa9760c89f7a98ab5455fbf818"},
+    {file = "coverage-7.2.7-cp310-cp310-win_amd64.whl", hash = "sha256:f75f7168ab25dd93110c8a8117a22450c19976afbc44234cbf71481094c1b850"},
+    {file = "coverage-7.2.7-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:06a9a2be0b5b576c3f18f1a241f0473575c4a26021b52b2a85263a00f034d51f"},
+    {file = "coverage-7.2.7-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:5baa06420f837184130752b7c5ea0808762083bf3487b5038d68b012e5937dbe"},
+    {file = "coverage-7.2.7-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fdec9e8cbf13a5bf63290fc6013d216a4c7232efb51548594ca3631a7f13c3a3"},
+    {file = "coverage-7.2.7-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:52edc1a60c0d34afa421c9c37078817b2e67a392cab17d97283b64c5833f427f"},
+    {file = "coverage-7.2.7-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:63426706118b7f5cf6bb6c895dc215d8a418d5952544042c8a2d9fe87fcf09cb"},
+    {file = "coverage-7.2.7-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:afb17f84d56068a7c29f5fa37bfd38d5aba69e3304af08ee94da8ed5b0865833"},
+    {file = "coverage-7.2.7-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:48c19d2159d433ccc99e729ceae7d5293fbffa0bdb94952d3579983d1c8c9d97"},
+    {file = "coverage-7.2.7-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:0e1f928eaf5469c11e886fe0885ad2bf1ec606434e79842a879277895a50942a"},
+    {file = "coverage-7.2.7-cp311-cp311-win32.whl", hash = "sha256:33d6d3ea29d5b3a1a632b3c4e4f4ecae24ef170b0b9ee493883f2df10039959a"},
+    {file = "coverage-7.2.7-cp311-cp311-win_amd64.whl", hash = "sha256:5b7540161790b2f28143191f5f8ec02fb132660ff175b7747b95dcb77ac26562"},
+    {file = "coverage-7.2.7-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:f2f67fe12b22cd130d34d0ef79206061bfb5eda52feb6ce0dba0644e20a03cf4"},
+    {file = "coverage-7.2.7-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a342242fe22407f3c17f4b499276a02b01e80f861f1682ad1d95b04018e0c0d4"},
+    {file = "coverage-7.2.7-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:171717c7cb6b453aebac9a2ef603699da237f341b38eebfee9be75d27dc38e01"},
+    {file = "coverage-7.2.7-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:49969a9f7ffa086d973d91cec8d2e31080436ef0fb4a359cae927e742abfaaa6"},
+    {file = "coverage-7.2.7-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:b46517c02ccd08092f4fa99f24c3b83d8f92f739b4657b0f146246a0ca6a831d"},
+    {file = "coverage-7.2.7-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:a3d33a6b3eae87ceaefa91ffdc130b5e8536182cd6dfdbfc1aa56b46ff8c86de"},
+    {file = "coverage-7.2.7-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:976b9c42fb2a43ebf304fa7d4a310e5f16cc99992f33eced91ef6f908bd8f33d"},
+    {file = "coverage-7.2.7-cp312-cp312-win32.whl", hash = "sha256:8de8bb0e5ad103888d65abef8bca41ab93721647590a3f740100cd65c3b00511"},
+    {file = "coverage-7.2.7-cp312-cp312-win_amd64.whl", hash = "sha256:9e31cb64d7de6b6f09702bb27c02d1904b3aebfca610c12772452c4e6c21a0d3"},
+    {file = "coverage-7.2.7-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:58c2ccc2f00ecb51253cbe5d8d7122a34590fac9646a960d1430d5b15321d95f"},
+    {file = "coverage-7.2.7-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d22656368f0e6189e24722214ed8d66b8022db19d182927b9a248a2a8a2f67eb"},
+    {file = "coverage-7.2.7-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a895fcc7b15c3fc72beb43cdcbdf0ddb7d2ebc959edac9cef390b0d14f39f8a9"},
+    {file = "coverage-7.2.7-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e84606b74eb7de6ff581a7915e2dab7a28a0517fbe1c9239eb227e1354064dcd"},
+    {file = "coverage-7.2.7-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:0a5f9e1dbd7fbe30196578ca36f3fba75376fb99888c395c5880b355e2875f8a"},
+    {file = "coverage-7.2.7-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:419bfd2caae268623dd469eff96d510a920c90928b60f2073d79f8fe2bbc5959"},
+    {file = "coverage-7.2.7-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:2aee274c46590717f38ae5e4650988d1af340fe06167546cc32fe2f58ed05b02"},
+    {file = "coverage-7.2.7-cp37-cp37m-win32.whl", hash = "sha256:61b9a528fb348373c433e8966535074b802c7a5d7f23c4f421e6c6e2f1697a6f"},
+    {file = "coverage-7.2.7-cp37-cp37m-win_amd64.whl", hash = "sha256:b1c546aca0ca4d028901d825015dc8e4d56aac4b541877690eb76490f1dc8ed0"},
+    {file = "coverage-7.2.7-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:54b896376ab563bd38453cecb813c295cf347cf5906e8b41d340b0321a5433e5"},
+    {file = "coverage-7.2.7-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:3d376df58cc111dc8e21e3b6e24606b5bb5dee6024f46a5abca99124b2229ef5"},
+    {file = "coverage-7.2.7-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5e330fc79bd7207e46c7d7fd2bb4af2963f5f635703925543a70b99574b0fea9"},
+    {file = "coverage-7.2.7-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1e9d683426464e4a252bf70c3498756055016f99ddaec3774bf368e76bbe02b6"},
+    {file = "coverage-7.2.7-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8d13c64ee2d33eccf7437961b6ea7ad8673e2be040b4f7fd4fd4d4d28d9ccb1e"},
+    {file = "coverage-7.2.7-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:b7aa5f8a41217360e600da646004f878250a0d6738bcdc11a0a39928d7dc2050"},
+    {file = "coverage-7.2.7-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:8fa03bce9bfbeeef9f3b160a8bed39a221d82308b4152b27d82d8daa7041fee5"},
+    {file = "coverage-7.2.7-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:245167dd26180ab4c91d5e1496a30be4cd721a5cf2abf52974f965f10f11419f"},
+    {file = "coverage-7.2.7-cp38-cp38-win32.whl", hash = "sha256:d2c2db7fd82e9b72937969bceac4d6ca89660db0a0967614ce2481e81a0b771e"},
+    {file = "coverage-7.2.7-cp38-cp38-win_amd64.whl", hash = "sha256:2e07b54284e381531c87f785f613b833569c14ecacdcb85d56b25c4622c16c3c"},
+    {file = "coverage-7.2.7-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:537891ae8ce59ef63d0123f7ac9e2ae0fc8b72c7ccbe5296fec45fd68967b6c9"},
+    {file = "coverage-7.2.7-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:06fb182e69f33f6cd1d39a6c597294cff3143554b64b9825d1dc69d18cc2fff2"},
+    {file = "coverage-7.2.7-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:201e7389591af40950a6480bd9edfa8ed04346ff80002cec1a66cac4549c1ad7"},
+    {file = "coverage-7.2.7-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f6951407391b639504e3b3be51b7ba5f3528adbf1a8ac3302b687ecababf929e"},
+    {file = "coverage-7.2.7-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6f48351d66575f535669306aa7d6d6f71bc43372473b54a832222803eb956fd1"},
+    {file = "coverage-7.2.7-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:b29019c76039dc3c0fd815c41392a044ce555d9bcdd38b0fb60fb4cd8e475ba9"},
+    {file = "coverage-7.2.7-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:81c13a1fc7468c40f13420732805a4c38a105d89848b7c10af65a90beff25250"},
+    {file = "coverage-7.2.7-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:975d70ab7e3c80a3fe86001d8751f6778905ec723f5b110aed1e450da9d4b7f2"},
+    {file = "coverage-7.2.7-cp39-cp39-win32.whl", hash = "sha256:7ee7d9d4822c8acc74a5e26c50604dff824710bc8de424904c0982e25c39c6cb"},
+    {file = "coverage-7.2.7-cp39-cp39-win_amd64.whl", hash = "sha256:eb393e5ebc85245347950143969b241d08b52b88a3dc39479822e073a1a8eb27"},
+    {file = "coverage-7.2.7-pp37.pp38.pp39-none-any.whl", hash = "sha256:b7b4c971f05e6ae490fef852c218b0e79d4e52f79ef0c8475566584a8fb3e01d"},
+    {file = "coverage-7.2.7.tar.gz", hash = "sha256:924d94291ca674905fe9481f12294eb11f2d3d3fd1adb20314ba89e94f44ed59"},
 ]
 
 [package.dependencies]
@@ -463,6 +455,7 @@ toml = ["tomli"]
 name = "cycler"
 version = "0.11.0"
 description = "Composable style cycles"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -474,6 +467,7 @@ files = [
 name = "dask"
 version = "2023.5.0"
 description = "Parallel PyData with Task Scheduling"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -502,13 +496,14 @@ test = ["pandas[test]", "pre-commit", "pytest", "pytest-rerunfailures", "pytest-
 
 [[package]]
 name = "dask-jobqueue"
-version = "0.8.1"
+version = "0.8.2"
 description = "Deploy Dask on job queuing systems like PBS, Slurm, SGE or LSF"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "dask-jobqueue-0.8.1.tar.gz", hash = "sha256:16fd1b646a073ad3de75dde12a0dfe529b836f21a3bdbcee2a88bef24e9112a7"},
-    {file = "dask_jobqueue-0.8.1-py2.py3-none-any.whl", hash = "sha256:22f7435bbda34feb75cd7abc4b3175309cbdb9e8dadb02174d37aba09944abe9"},
+    {file = "dask-jobqueue-0.8.2.tar.gz", hash = "sha256:d35407a05a0534347c5d958ae749b9f8535bec529857d013b6e5649cde43914a"},
+    {file = "dask_jobqueue-0.8.2-py2.py3-none-any.whl", hash = "sha256:2e73ae9014d4a6acb8951db79fb33730abd29a31b5e86f0a8ee674246963776b"},
 ]
 
 [package.dependencies]
@@ -522,6 +517,7 @@ test = ["cryptography", "pytest", "pytest-asyncio"]
 name = "decorator"
 version = "5.1.1"
 description = "Decorators for Humans"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -533,6 +529,7 @@ files = [
 name = "distlib"
 version = "0.3.6"
 description = "Distribution utilities"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -544,6 +541,7 @@ files = [
 name = "distributed"
 version = "2023.5.0"
 description = "Distributed scheduler for Dask"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -572,6 +570,7 @@ zict = ">=2.2.0"
 name = "docutils"
 version = "0.19"
 description = "Docutils -- Python Documentation Utilities"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -583,6 +582,7 @@ files = [
 name = "exceptiongroup"
 version = "1.1.1"
 description = "Backport of PEP 654 (exception groups)"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -597,6 +597,7 @@ test = ["pytest (>=6)"]
 name = "executing"
 version = "1.2.0"
 description = "Get the currently executing AST node of a frame, and other information"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -609,23 +610,25 @@ tests = ["asttokens", "littleutils", "pytest", "rich"]
 
 [[package]]
 name = "filelock"
-version = "3.12.0"
+version = "3.12.2"
 description = "A platform independent file lock."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "filelock-3.12.0-py3-none-any.whl", hash = "sha256:ad98852315c2ab702aeb628412cbf7e95b7ce8c3bf9565670b4eaecf1db370a9"},
-    {file = "filelock-3.12.0.tar.gz", hash = "sha256:fc03ae43288c013d2ea83c8597001b1129db351aad9c57fe2409327916b8e718"},
+    {file = "filelock-3.12.2-py3-none-any.whl", hash = "sha256:cbb791cdea2a72f23da6ac5b5269ab0a0d161e9ef0100e653b69049a7706d1ec"},
+    {file = "filelock-3.12.2.tar.gz", hash = "sha256:002740518d8aa59a26b0c76e10fb8c6e15eae825d34b6fdf670333fd7b938d81"},
 ]
 
 [package.extras]
-docs = ["furo (>=2023.3.27)", "sphinx (>=6.1.3)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.2.3)", "diff-cover (>=7.5)", "pytest (>=7.3.1)", "pytest-cov (>=4)", "pytest-mock (>=3.10)", "pytest-timeout (>=2.1)"]
+docs = ["furo (>=2023.5.20)", "sphinx (>=7.0.1)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "diff-cover (>=7.5)", "pytest (>=7.3.1)", "pytest-cov (>=4.1)", "pytest-mock (>=3.10)", "pytest-timeout (>=2.1)"]
 
 [[package]]
 name = "flake8"
 version = "3.9.2"
 description = "the modular source code checker: pep8 pyflakes and co"
+category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 files = [
@@ -640,13 +643,46 @@ pyflakes = ">=2.3.0,<2.4.0"
 
 [[package]]
 name = "fonttools"
-version = "4.39.4"
+version = "4.40.0"
 description = "Tools to manipulate font files"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "fonttools-4.39.4-py3-none-any.whl", hash = "sha256:106caf6167c4597556b31a8d9175a3fdc0356fdcd70ab19973c3b0d4c893c461"},
-    {file = "fonttools-4.39.4.zip", hash = "sha256:dba8d7cdb8e2bac1b3da28c5ed5960de09e59a2fe7e63bb73f5a59e57b0430d2"},
+    {file = "fonttools-4.40.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b802dcbf9bcff74672f292b2466f6589ab8736ce4dcf36f48eb994c2847c4b30"},
+    {file = "fonttools-4.40.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:7f6e3fa3da923063c286320e728ba2270e49c73386e3a711aa680f4b0747d692"},
+    {file = "fonttools-4.40.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5fdf60f8a5c6bcce7d024a33f7e4bc7921f5b74e8ea13bccd204f2c8b86f3470"},
+    {file = "fonttools-4.40.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:91784e21a1a085fac07c6a407564f4a77feb471b5954c9ee55a4f9165151f6c1"},
+    {file = "fonttools-4.40.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:05171f3c546f64d78569f10adc0de72561882352cac39ec7439af12304d8d8c0"},
+    {file = "fonttools-4.40.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:7449e5e306f3a930a8944c85d0cbc8429cba13503372a1a40f23124d6fb09b58"},
+    {file = "fonttools-4.40.0-cp310-cp310-win32.whl", hash = "sha256:bae8c13abbc2511e9a855d2142c0ab01178dd66b1a665798f357da0d06253e0d"},
+    {file = "fonttools-4.40.0-cp310-cp310-win_amd64.whl", hash = "sha256:425b74a608427499b0e45e433c34ddc350820b6f25b7c8761963a08145157a66"},
+    {file = "fonttools-4.40.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:00ab569b2a3e591e00425023ade87e8fef90380c1dde61be7691cb524ca5f743"},
+    {file = "fonttools-4.40.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:18ea64ac43e94c9e0c23d7a9475f1026be0e25b10dda8f236fc956188761df97"},
+    {file = "fonttools-4.40.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:022c4a16b412293e7f1ce21b8bab7a6f9d12c4ffdf171fdc67122baddb973069"},
+    {file = "fonttools-4.40.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:530c5d35109f3e0cea2535742d6a3bc99c0786cf0cbd7bb2dc9212387f0d908c"},
+    {file = "fonttools-4.40.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:5e00334c66f4e83535384cb5339526d01d02d77f142c23b2f97bd6a4f585497a"},
+    {file = "fonttools-4.40.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:eb52c10fda31159c22c7ed85074e05f8b97da8773ea461706c273e31bcbea836"},
+    {file = "fonttools-4.40.0-cp311-cp311-win32.whl", hash = "sha256:6a8d71b9a5c884c72741868e845c0e563c5d83dcaf10bb0ceeec3b4b2eb14c67"},
+    {file = "fonttools-4.40.0-cp311-cp311-win_amd64.whl", hash = "sha256:15abb3d055c1b2dff9ce376b6c3db10777cb74b37b52b78f61657634fd348a0d"},
+    {file = "fonttools-4.40.0-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:14037c31138fbd21847ad5e5441dfdde003e0a8f3feb5812a1a21fd1c255ffbd"},
+    {file = "fonttools-4.40.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:94c915f6716589f78bc00fbc14c5b8de65cfd11ee335d32504f1ef234524cb24"},
+    {file = "fonttools-4.40.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:37467cee0f32cada2ec08bc16c9c31f9b53ea54b2f5604bf25a1246b5f50593a"},
+    {file = "fonttools-4.40.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:56d4d85f5374b45b08d2f928517d1e313ea71b4847240398decd0ab3ebbca885"},
+    {file = "fonttools-4.40.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:8c4305b171b61040b1ee75d18f9baafe58bd3b798d1670078efe2c92436bfb63"},
+    {file = "fonttools-4.40.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:a954b90d1473c85a22ecf305761d9fd89da93bbd31dae86e7dea436ad2cb5dc9"},
+    {file = "fonttools-4.40.0-cp38-cp38-win32.whl", hash = "sha256:1bc4c5b147be8dbc5df9cc8ac5e93ee914ad030fe2a201cc8f02f499db71011d"},
+    {file = "fonttools-4.40.0-cp38-cp38-win_amd64.whl", hash = "sha256:8a917828dbfdb1cbe50cf40eeae6fbf9c41aef9e535649ed8f4982b2ef65c091"},
+    {file = "fonttools-4.40.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:882983279bf39afe4e945109772c2ffad2be2c90983d6559af8b75c19845a80a"},
+    {file = "fonttools-4.40.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:c55f1b4109dbc3aeb496677b3e636d55ef46dc078c2a5e3f3db4e90f1c6d2907"},
+    {file = "fonttools-4.40.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ec468c022d09f1817c691cf884feb1030ef6f1e93e3ea6831b0d8144c06480d1"},
+    {file = "fonttools-4.40.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6d5adf4ba114f028fc3f5317a221fd8b0f4ef7a2e5524a2b1e0fd891b093791a"},
+    {file = "fonttools-4.40.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:aa83b3f151bc63970f39b2b42a06097c5a22fd7ed9f7ba008e618de4503d3895"},
+    {file = "fonttools-4.40.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:97d95b8301b62bdece1af943b88bcb3680fd385f88346a4a899ee145913b414a"},
+    {file = "fonttools-4.40.0-cp39-cp39-win32.whl", hash = "sha256:1a003608400dd1cca3e089e8c94973c6b51a4fb1ef00ff6d7641617b9242e637"},
+    {file = "fonttools-4.40.0-cp39-cp39-win_amd64.whl", hash = "sha256:7961575221e3da0841c75da53833272c520000d76f7f71274dbf43370f8a1065"},
+    {file = "fonttools-4.40.0-py3-none-any.whl", hash = "sha256:200729d12461e2038700d31f0d49ad5a7b55855dec7525074979a06b46f88505"},
+    {file = "fonttools-4.40.0.tar.gz", hash = "sha256:337b6e83d7ee73c40ea62407f2ce03b07c3459e213b6f332b94a69923b9e1cb9"},
 ]
 
 [package.extras]
@@ -667,6 +703,7 @@ woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 name = "fooof"
 version = "1.0.0"
 description = "fitting oscillations & one-over f"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -685,13 +722,14 @@ tests = ["pytest"]
 
 [[package]]
 name = "fsspec"
-version = "2023.5.0"
+version = "2023.6.0"
 description = "File-system specification"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "fsspec-2023.5.0-py3-none-any.whl", hash = "sha256:51a4ad01a5bb66fcc58036e288c0d53d3975a0df2a5dc59a93b59bade0391f2a"},
-    {file = "fsspec-2023.5.0.tar.gz", hash = "sha256:b3b56e00fb93ea321bc9e5d9cf6f8522a0198b20eb24e02774d329e9c6fb84ce"},
+    {file = "fsspec-2023.6.0-py3-none-any.whl", hash = "sha256:1cbad1faef3e391fba6dc005ae9b5bdcbf43005c9167ce78c915549c352c869a"},
+    {file = "fsspec-2023.6.0.tar.gz", hash = "sha256:d0b2f935446169753e7a5c5c55681c54ea91996cc67be93c39a154fb3a2742af"},
 ]
 
 [package.extras]
@@ -720,68 +758,43 @@ tqdm = ["tqdm"]
 
 [[package]]
 name = "h5py"
-version = "3.8.0"
+version = "3.9.0"
 description = "Read and write HDF5 files from Python"
+category = "main"
 optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "h5py-3.8.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:533d7dad466ddb7e3b30af274b630eb7c1a6e4ddf01d1c373a0334dc2152110a"},
-    {file = "h5py-3.8.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c873ba9fd4fa875ad62ce0e4891725e257a8fe7f5abdbc17e51a5d54819be55c"},
-    {file = "h5py-3.8.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:98a240cd4c1bfd568aaa52ec42d263131a2582dab82d74d3d42a0d954cac12be"},
-    {file = "h5py-3.8.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c3389b63222b1c7a158bb7fe69d11ca00066740ec5574596d47a2fe5317f563a"},
-    {file = "h5py-3.8.0-cp310-cp310-win_amd64.whl", hash = "sha256:7f3350fc0a8407d668b13247861c2acd23f7f5fe7d060a3ad9b0820f5fcbcae0"},
-    {file = "h5py-3.8.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:db03e3f2c716205fbdabb34d0848459840585225eb97b4f08998c743821ca323"},
-    {file = "h5py-3.8.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:36761693efbe53df179627a775476dcbc37727d6e920958277a7efbc18f1fb73"},
-    {file = "h5py-3.8.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4a506fc223def428f4329e7e1f9fe1c8c593eab226e7c0942c8d75308ad49950"},
-    {file = "h5py-3.8.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:33b15aae79e9147aebe1d0e54099cbcde8d65e3e227cd5b59e49b1272aa0e09d"},
-    {file = "h5py-3.8.0-cp311-cp311-win_amd64.whl", hash = "sha256:9f6f6ffadd6bfa9b2c5b334805eb4b19ca0a5620433659d8f7fb86692c40a359"},
-    {file = "h5py-3.8.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:8f55d9c6c84d7d09c79fb85979e97b81ec6071cc776a97eb6b96f8f6ec767323"},
-    {file = "h5py-3.8.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b685453e538b2b5934c58a644ac3f3b3d0cec1a01b6fb26d57388e9f9b674ad0"},
-    {file = "h5py-3.8.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:377865821fe80ad984d003723d6f8890bd54ceeb5981b43c0313b9df95411b30"},
-    {file = "h5py-3.8.0-cp37-cp37m-win_amd64.whl", hash = "sha256:0fef76e10b9216657fa37e7edff6d8be0709b25bd5066474c229b56cf0098df9"},
-    {file = "h5py-3.8.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:26ffc344ec9984d2cd3ca0265007299a8bac8d85c1ad48f4639d8d3aed2af171"},
-    {file = "h5py-3.8.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:bacaa1c16810dd2b3e4417f8e730971b7c4d53d234de61fe4a918db78e80e1e4"},
-    {file = "h5py-3.8.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bae730580ae928de409d63cbe4fdca4c82c3ad2bed30511d19d34e995d63c77e"},
-    {file = "h5py-3.8.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f47f757d1b76f0ecb8aa0508ec8d1b390df67a8b67ee2515dc1b046f3a1596ea"},
-    {file = "h5py-3.8.0-cp38-cp38-win_amd64.whl", hash = "sha256:f891b17e3a3e974e93f9e34e7cca9f530806543571ce078998676a555837d91d"},
-    {file = "h5py-3.8.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:290e00fa2de74a10688d1bac98d5a9cdd43f14f58e562c580b5b3dfbd358ecae"},
-    {file = "h5py-3.8.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:03890b1c123d024fb0239a3279737d5432498c1901c354f8b10d8221d1d16235"},
-    {file = "h5py-3.8.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b7865de06779b14d98068da387333ad9bf2756b5b579cc887fac169bc08f87c3"},
-    {file = "h5py-3.8.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:49bc857635f935fa30e92e61ac1e87496df8f260a6945a3235e43a9890426866"},
-    {file = "h5py-3.8.0-cp39-cp39-win_amd64.whl", hash = "sha256:5fd2252d1fc364ba0e93dd0b7089f4906b66805cb4e6aca7fa8874ac08649647"},
-    {file = "h5py-3.8.0.tar.gz", hash = "sha256:6fead82f0c4000cf38d53f9c030780d81bfa0220218aee13b90b7701c937d95f"},
-]
-
-[package.dependencies]
-numpy = ">=1.14.5"
-
-[[package]]
-name = "hdmf"
-version = "3.6.1"
-description = "A hierarchical data modeling framework for modern science data standards"
-optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "hdmf-3.6.1-py3-none-any.whl", hash = "sha256:26f259aa2d4dca108b69ef6ac10641cecd1c295af39c49ef34c1b563997faa99"},
-    {file = "hdmf-3.6.1.tar.gz", hash = "sha256:bc5bbb17ee5a381ee9b6596644de1feabc77561356f5146a1154f8adbc89f911"},
+    {file = "h5py-3.9.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:eb7bdd5e601dd1739698af383be03f3dad0465fe67184ebd5afca770f50df9d6"},
+    {file = "h5py-3.9.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:78e44686334cbbf2dd21d9df15823bc38663f27a3061f6a032c68a3e30c47bf7"},
+    {file = "h5py-3.9.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f68b41efd110ce9af1cbe6fa8af9f4dcbadace6db972d30828b911949e28fadd"},
+    {file = "h5py-3.9.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:12aa556d540f11a2cae53ea7cfb94017353bd271fb3962e1296b342f6550d1b8"},
+    {file = "h5py-3.9.0-cp310-cp310-win_amd64.whl", hash = "sha256:d97409e17915798029e297a84124705c8080da901307ea58f29234e09b073ddc"},
+    {file = "h5py-3.9.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:551e358db05a874a0f827b22e95b30092f2303edc4b91bb62ad2f10e0236e1a0"},
+    {file = "h5py-3.9.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:6822a814b9d8b8363ff102f76ea8d026f0ca25850bb579d85376029ee3e73b93"},
+    {file = "h5py-3.9.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:54f01202cdea754ab4227dd27014bdbd561a4bbe4b631424fd812f7c2ce9c6ac"},
+    {file = "h5py-3.9.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:64acceaf6aff92af091a4b83f6dee3cf8d3061f924a6bb3a33eb6c4658a8348b"},
+    {file = "h5py-3.9.0-cp311-cp311-win_amd64.whl", hash = "sha256:804c7fb42a34c8ab3a3001901c977a5c24d2e9c586a0f3e7c0a389130b4276fc"},
+    {file = "h5py-3.9.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:8d9492391ff5c3c80ec30ae2fe82a3f0efd1e750833739c25b0d090e3be1b095"},
+    {file = "h5py-3.9.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:9da9e7e63376c32704e37ad4cea2dceae6964cee0d8515185b3ab9cbd6b947bc"},
+    {file = "h5py-3.9.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a4e20897c88759cbcbd38fb45b507adc91af3e0f67722aa302d71f02dd44d286"},
+    {file = "h5py-3.9.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dbf5225543ca35ce9f61c950b73899a82be7ba60d58340e76d0bd42bf659235a"},
+    {file = "h5py-3.9.0-cp38-cp38-win_amd64.whl", hash = "sha256:36408f8c62f50007d14e000f9f3acf77e103b9e932c114cbe52a3089e50ebf94"},
+    {file = "h5py-3.9.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:23e74b878bbe1653ab34ca49b83cac85529cd0b36b9d625516c5830cc5ca2eac"},
+    {file = "h5py-3.9.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:3f457089c5d524b7998e3649bc63240679b8fb0a3859ea53bbb06841f3d755f1"},
+    {file = "h5py-3.9.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a6284061f3214335e1eec883a6ee497dbe7a79f19e6a57fed2dd1f03acd5a8cb"},
+    {file = "h5py-3.9.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:95f7a745efd0d56076999b52e8da5fad5d30823bac98b59c68ae75588d09991a"},
+    {file = "h5py-3.9.0-cp39-cp39-win_amd64.whl", hash = "sha256:79bbca34696c6f9eeeb36a91776070c49a060b2879828e2c8fa6c58b8ed10dd1"},
+    {file = "h5py-3.9.0.tar.gz", hash = "sha256:e604db6521c1e367c6bd7fad239c847f53cc46646f2d2651372d05ae5e95f817"},
 ]
 
 [package.dependencies]
-h5py = ">=2.10"
-importlib-resources = {version = "*", markers = "python_version < \"3.9\""}
-jsonschema = ">=2.6.0"
-numpy = ">=1.16"
-pandas = ">=1.0.5"
-"ruamel.yaml" = ">=0.16"
-scipy = ">=1.1"
-
-[package.extras]
-zarr = ["zarr (>=2.12.0)"]
+numpy = ">=1.17.3"
 
 [[package]]
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -793,6 +806,7 @@ files = [
 name = "imagesize"
 version = "1.4.1"
 description = "Getting image size from png/jpeg/jpeg2000/gif file"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -802,13 +816,14 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "6.6.0"
+version = "6.7.0"
 description = "Read metadata from Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "importlib_metadata-6.6.0-py3-none-any.whl", hash = "sha256:43dd286a2cd8995d5eaef7fee2066340423b818ed3fd70adf0bad5f1fac53fed"},
-    {file = "importlib_metadata-6.6.0.tar.gz", hash = "sha256:92501cdf9cc66ebd3e612f1b4f0c0765dfa42f0fa38ffb319b6bd84dd675d705"},
+    {file = "importlib_metadata-6.7.0-py3-none-any.whl", hash = "sha256:cb52082e659e97afc5dac71e79de97d8681de3aa07ff18578330904a9d18e5b5"},
+    {file = "importlib_metadata-6.7.0.tar.gz", hash = "sha256:1aaf550d4f73e5d6783e7acb77aec43d49da8017410afae93822cc9cca98c4d4"},
 ]
 
 [package.dependencies]
@@ -817,12 +832,13 @@ zipp = ">=0.5"
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
-testing = ["flake8 (<5)", "flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
 
 [[package]]
 name = "importlib-resources"
 version = "5.12.0"
 description = "Read resources from Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -841,6 +857,7 @@ testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-chec
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -852,6 +869,7 @@ files = [
 name = "ipdb"
 version = "0.13.13"
 description = "IPython-enabled pdb"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -868,6 +886,7 @@ tomli = {version = "*", markers = "python_version > \"3.6\" and python_version <
 name = "ipython"
 version = "8.12.2"
 description = "IPython: Productive Interactive Computing"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -907,6 +926,7 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pa
 name = "jedi"
 version = "0.18.2"
 description = "An autocompletion tool for Python that can be used for text editors."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -926,6 +946,7 @@ testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 name = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -939,31 +960,11 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
-[[package]]
-name = "jsonschema"
-version = "4.17.3"
-description = "An implementation of JSON Schema validation for Python"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "jsonschema-4.17.3-py3-none-any.whl", hash = "sha256:a870ad254da1a8ca84b6a2905cac29d265f805acc57af304784962a2aa6508f6"},
-    {file = "jsonschema-4.17.3.tar.gz", hash = "sha256:0f864437ab8b6076ba6707453ef8f98a6a0d512a80e93f8abdb676f737ecb60d"},
-]
-
-[package.dependencies]
-attrs = ">=17.4.0"
-importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
-pkgutil-resolve-name = {version = ">=1.3.10", markers = "python_version < \"3.9\""}
-pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
-
-[package.extras]
-format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
-format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
-
 [[package]]
 name = "kiwisolver"
 version = "1.4.4"
 description = "A fast implementation of the Cassowary constraint solver"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1041,6 +1042,7 @@ files = [
 name = "locket"
 version = "1.0.0"
 description = "File-based locks for Python on Linux and Windows"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1050,67 +1052,69 @@ files = [
 
 [[package]]
 name = "markupsafe"
-version = "2.1.2"
+version = "2.1.3"
 description = "Safely add untrusted strings to HTML/XML markup."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "MarkupSafe-2.1.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:665a36ae6f8f20a4676b53224e33d456a6f5a72657d9c83c2aa00765072f31f7"},
-    {file = "MarkupSafe-2.1.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:340bea174e9761308703ae988e982005aedf427de816d1afe98147668cc03036"},
-    {file = "MarkupSafe-2.1.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:22152d00bf4a9c7c83960521fc558f55a1adbc0631fbb00a9471e097b19d72e1"},
-    {file = "MarkupSafe-2.1.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:28057e985dace2f478e042eaa15606c7efccb700797660629da387eb289b9323"},
-    {file = "MarkupSafe-2.1.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ca244fa73f50a800cf8c3ebf7fd93149ec37f5cb9596aa8873ae2c1d23498601"},
-    {file = "MarkupSafe-2.1.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:d9d971ec1e79906046aa3ca266de79eac42f1dbf3612a05dc9368125952bd1a1"},
-    {file = "MarkupSafe-2.1.2-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:7e007132af78ea9df29495dbf7b5824cb71648d7133cf7848a2a5dd00d36f9ff"},
-    {file = "MarkupSafe-2.1.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:7313ce6a199651c4ed9d7e4cfb4aa56fe923b1adf9af3b420ee14e6d9a73df65"},
-    {file = "MarkupSafe-2.1.2-cp310-cp310-win32.whl", hash = "sha256:c4a549890a45f57f1ebf99c067a4ad0cb423a05544accaf2b065246827ed9603"},
-    {file = "MarkupSafe-2.1.2-cp310-cp310-win_amd64.whl", hash = "sha256:835fb5e38fd89328e9c81067fd642b3593c33e1e17e2fdbf77f5676abb14a156"},
-    {file = "MarkupSafe-2.1.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:2ec4f2d48ae59bbb9d1f9d7efb9236ab81429a764dedca114f5fdabbc3788013"},
-    {file = "MarkupSafe-2.1.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:608e7073dfa9e38a85d38474c082d4281f4ce276ac0010224eaba11e929dd53a"},
-    {file = "MarkupSafe-2.1.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:65608c35bfb8a76763f37036547f7adfd09270fbdbf96608be2bead319728fcd"},
-    {file = "MarkupSafe-2.1.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f2bfb563d0211ce16b63c7cb9395d2c682a23187f54c3d79bfec33e6705473c6"},
-    {file = "MarkupSafe-2.1.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:da25303d91526aac3672ee6d49a2f3db2d9502a4a60b55519feb1a4c7714e07d"},
-    {file = "MarkupSafe-2.1.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:9cad97ab29dfc3f0249b483412c85c8ef4766d96cdf9dcf5a1e3caa3f3661cf1"},
-    {file = "MarkupSafe-2.1.2-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:085fd3201e7b12809f9e6e9bc1e5c96a368c8523fad5afb02afe3c051ae4afcc"},
-    {file = "MarkupSafe-2.1.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:1bea30e9bf331f3fef67e0a3877b2288593c98a21ccb2cf29b74c581a4eb3af0"},
-    {file = "MarkupSafe-2.1.2-cp311-cp311-win32.whl", hash = "sha256:7df70907e00c970c60b9ef2938d894a9381f38e6b9db73c5be35e59d92e06625"},
-    {file = "MarkupSafe-2.1.2-cp311-cp311-win_amd64.whl", hash = "sha256:e55e40ff0cc8cc5c07996915ad367fa47da6b3fc091fdadca7f5403239c5fec3"},
-    {file = "MarkupSafe-2.1.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:a6e40afa7f45939ca356f348c8e23048e02cb109ced1eb8420961b2f40fb373a"},
-    {file = "MarkupSafe-2.1.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cf877ab4ed6e302ec1d04952ca358b381a882fbd9d1b07cccbfd61783561f98a"},
-    {file = "MarkupSafe-2.1.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:63ba06c9941e46fa389d389644e2d8225e0e3e5ebcc4ff1ea8506dce646f8c8a"},
-    {file = "MarkupSafe-2.1.2-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f1cd098434e83e656abf198f103a8207a8187c0fc110306691a2e94a78d0abb2"},
-    {file = "MarkupSafe-2.1.2-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:55f44b440d491028addb3b88f72207d71eeebfb7b5dbf0643f7c023ae1fba619"},
-    {file = "MarkupSafe-2.1.2-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:a6f2fcca746e8d5910e18782f976489939d54a91f9411c32051b4aab2bd7c513"},
-    {file = "MarkupSafe-2.1.2-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:0b462104ba25f1ac006fdab8b6a01ebbfbce9ed37fd37fd4acd70c67c973e460"},
-    {file = "MarkupSafe-2.1.2-cp37-cp37m-win32.whl", hash = "sha256:7668b52e102d0ed87cb082380a7e2e1e78737ddecdde129acadb0eccc5423859"},
-    {file = "MarkupSafe-2.1.2-cp37-cp37m-win_amd64.whl", hash = "sha256:6d6607f98fcf17e534162f0709aaad3ab7a96032723d8ac8750ffe17ae5a0666"},
-    {file = "MarkupSafe-2.1.2-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:a806db027852538d2ad7555b203300173dd1b77ba116de92da9afbc3a3be3eed"},
-    {file = "MarkupSafe-2.1.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:a4abaec6ca3ad8660690236d11bfe28dfd707778e2442b45addd2f086d6ef094"},
-    {file = "MarkupSafe-2.1.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f03a532d7dee1bed20bc4884194a16160a2de9ffc6354b3878ec9682bb623c54"},
-    {file = "MarkupSafe-2.1.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4cf06cdc1dda95223e9d2d3c58d3b178aa5dacb35ee7e3bbac10e4e1faacb419"},
-    {file = "MarkupSafe-2.1.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:22731d79ed2eb25059ae3df1dfc9cb1546691cc41f4e3130fe6bfbc3ecbbecfa"},
-    {file = "MarkupSafe-2.1.2-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:f8ffb705ffcf5ddd0e80b65ddf7bed7ee4f5a441ea7d3419e861a12eaf41af58"},
-    {file = "MarkupSafe-2.1.2-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:8db032bf0ce9022a8e41a22598eefc802314e81b879ae093f36ce9ddf39ab1ba"},
-    {file = "MarkupSafe-2.1.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:2298c859cfc5463f1b64bd55cb3e602528db6fa0f3cfd568d3605c50678f8f03"},
-    {file = "MarkupSafe-2.1.2-cp38-cp38-win32.whl", hash = "sha256:50c42830a633fa0cf9e7d27664637532791bfc31c731a87b202d2d8ac40c3ea2"},
-    {file = "MarkupSafe-2.1.2-cp38-cp38-win_amd64.whl", hash = "sha256:bb06feb762bade6bf3c8b844462274db0c76acc95c52abe8dbed28ae3d44a147"},
-    {file = "MarkupSafe-2.1.2-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:99625a92da8229df6d44335e6fcc558a5037dd0a760e11d84be2260e6f37002f"},
-    {file = "MarkupSafe-2.1.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:8bca7e26c1dd751236cfb0c6c72d4ad61d986e9a41bbf76cb445f69488b2a2bd"},
-    {file = "MarkupSafe-2.1.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:40627dcf047dadb22cd25ea7ecfe9cbf3bbbad0482ee5920b582f3809c97654f"},
-    {file = "MarkupSafe-2.1.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:40dfd3fefbef579ee058f139733ac336312663c6706d1163b82b3003fb1925c4"},
-    {file = "MarkupSafe-2.1.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:090376d812fb6ac5f171e5938e82e7f2d7adc2b629101cec0db8b267815c85e2"},
-    {file = "MarkupSafe-2.1.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:2e7821bffe00aa6bd07a23913b7f4e01328c3d5cc0b40b36c0bd81d362faeb65"},
-    {file = "MarkupSafe-2.1.2-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:c0a33bc9f02c2b17c3ea382f91b4db0e6cde90b63b296422a939886a7a80de1c"},
-    {file = "MarkupSafe-2.1.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:b8526c6d437855442cdd3d87eede9c425c4445ea011ca38d937db299382e6fa3"},
-    {file = "MarkupSafe-2.1.2-cp39-cp39-win32.whl", hash = "sha256:137678c63c977754abe9086a3ec011e8fd985ab90631145dfb9294ad09c102a7"},
-    {file = "MarkupSafe-2.1.2-cp39-cp39-win_amd64.whl", hash = "sha256:0576fe974b40a400449768941d5d0858cc624e3249dfd1e0c33674e5c7ca7aed"},
-    {file = "MarkupSafe-2.1.2.tar.gz", hash = "sha256:abcabc8c2b26036d62d4c746381a6f7cf60aafcc653198ad678306986b09450d"},
+    {file = "MarkupSafe-2.1.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cd0f502fe016460680cd20aaa5a76d241d6f35a1c3350c474bac1273803893fa"},
+    {file = "MarkupSafe-2.1.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e09031c87a1e51556fdcb46e5bd4f59dfb743061cf93c4d6831bf894f125eb57"},
+    {file = "MarkupSafe-2.1.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:68e78619a61ecf91e76aa3e6e8e33fc4894a2bebe93410754bd28fce0a8a4f9f"},
+    {file = "MarkupSafe-2.1.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:65c1a9bcdadc6c28eecee2c119465aebff8f7a584dd719facdd9e825ec61ab52"},
+    {file = "MarkupSafe-2.1.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:525808b8019e36eb524b8c68acdd63a37e75714eac50e988180b169d64480a00"},
+    {file = "MarkupSafe-2.1.3-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:962f82a3086483f5e5f64dbad880d31038b698494799b097bc59c2edf392fce6"},
+    {file = "MarkupSafe-2.1.3-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:aa7bd130efab1c280bed0f45501b7c8795f9fdbeb02e965371bbef3523627779"},
+    {file = "MarkupSafe-2.1.3-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:c9c804664ebe8f83a211cace637506669e7890fec1b4195b505c214e50dd4eb7"},
+    {file = "MarkupSafe-2.1.3-cp310-cp310-win32.whl", hash = "sha256:10bbfe99883db80bdbaff2dcf681dfc6533a614f700da1287707e8a5d78a8431"},
+    {file = "MarkupSafe-2.1.3-cp310-cp310-win_amd64.whl", hash = "sha256:1577735524cdad32f9f694208aa75e422adba74f1baee7551620e43a3141f559"},
+    {file = "MarkupSafe-2.1.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:ad9e82fb8f09ade1c3e1b996a6337afac2b8b9e365f926f5a61aacc71adc5b3c"},
+    {file = "MarkupSafe-2.1.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:3c0fae6c3be832a0a0473ac912810b2877c8cb9d76ca48de1ed31e1c68386575"},
+    {file = "MarkupSafe-2.1.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b076b6226fb84157e3f7c971a47ff3a679d837cf338547532ab866c57930dbee"},
+    {file = "MarkupSafe-2.1.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bfce63a9e7834b12b87c64d6b155fdd9b3b96191b6bd334bf37db7ff1fe457f2"},
+    {file = "MarkupSafe-2.1.3-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:338ae27d6b8745585f87218a3f23f1512dbf52c26c28e322dbe54bcede54ccb9"},
+    {file = "MarkupSafe-2.1.3-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:e4dd52d80b8c83fdce44e12478ad2e85c64ea965e75d66dbeafb0a3e77308fcc"},
+    {file = "MarkupSafe-2.1.3-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:df0be2b576a7abbf737b1575f048c23fb1d769f267ec4358296f31c2479db8f9"},
+    {file = "MarkupSafe-2.1.3-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:5bbe06f8eeafd38e5d0a4894ffec89378b6c6a625ff57e3028921f8ff59318ac"},
+    {file = "MarkupSafe-2.1.3-cp311-cp311-win32.whl", hash = "sha256:dd15ff04ffd7e05ffcb7fe79f1b98041b8ea30ae9234aed2a9168b5797c3effb"},
+    {file = "MarkupSafe-2.1.3-cp311-cp311-win_amd64.whl", hash = "sha256:134da1eca9ec0ae528110ccc9e48041e0828d79f24121a1a146161103c76e686"},
+    {file = "MarkupSafe-2.1.3-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:8e254ae696c88d98da6555f5ace2279cf7cd5b3f52be2b5cf97feafe883b58d2"},
+    {file = "MarkupSafe-2.1.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cb0932dc158471523c9637e807d9bfb93e06a95cbf010f1a38b98623b929ef2b"},
+    {file = "MarkupSafe-2.1.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9402b03f1a1b4dc4c19845e5c749e3ab82d5078d16a2a4c2cd2df62d57bb0707"},
+    {file = "MarkupSafe-2.1.3-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ca379055a47383d02a5400cb0d110cef0a776fc644cda797db0c5696cfd7e18e"},
+    {file = "MarkupSafe-2.1.3-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:b7ff0f54cb4ff66dd38bebd335a38e2c22c41a8ee45aa608efc890ac3e3931bc"},
+    {file = "MarkupSafe-2.1.3-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:c011a4149cfbcf9f03994ec2edffcb8b1dc2d2aede7ca243746df97a5d41ce48"},
+    {file = "MarkupSafe-2.1.3-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:56d9f2ecac662ca1611d183feb03a3fa4406469dafe241673d521dd5ae92a155"},
+    {file = "MarkupSafe-2.1.3-cp37-cp37m-win32.whl", hash = "sha256:8758846a7e80910096950b67071243da3e5a20ed2546e6392603c096778d48e0"},
+    {file = "MarkupSafe-2.1.3-cp37-cp37m-win_amd64.whl", hash = "sha256:787003c0ddb00500e49a10f2844fac87aa6ce977b90b0feaaf9de23c22508b24"},
+    {file = "MarkupSafe-2.1.3-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:2ef12179d3a291be237280175b542c07a36e7f60718296278d8593d21ca937d4"},
+    {file = "MarkupSafe-2.1.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:2c1b19b3aaacc6e57b7e25710ff571c24d6c3613a45e905b1fde04d691b98ee0"},
+    {file = "MarkupSafe-2.1.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8afafd99945ead6e075b973fefa56379c5b5c53fd8937dad92c662da5d8fd5ee"},
+    {file = "MarkupSafe-2.1.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8c41976a29d078bb235fea9b2ecd3da465df42a562910f9022f1a03107bd02be"},
+    {file = "MarkupSafe-2.1.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d080e0a5eb2529460b30190fcfcc4199bd7f827663f858a226a81bc27beaa97e"},
+    {file = "MarkupSafe-2.1.3-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:69c0f17e9f5a7afdf2cc9fb2d1ce6aabdb3bafb7f38017c0b77862bcec2bbad8"},
+    {file = "MarkupSafe-2.1.3-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:504b320cd4b7eff6f968eddf81127112db685e81f7e36e75f9f84f0df46041c3"},
+    {file = "MarkupSafe-2.1.3-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:42de32b22b6b804f42c5d98be4f7e5e977ecdd9ee9b660fda1a3edf03b11792d"},
+    {file = "MarkupSafe-2.1.3-cp38-cp38-win32.whl", hash = "sha256:ceb01949af7121f9fc39f7d27f91be8546f3fb112c608bc4029aef0bab86a2a5"},
+    {file = "MarkupSafe-2.1.3-cp38-cp38-win_amd64.whl", hash = "sha256:1b40069d487e7edb2676d3fbdb2b0829ffa2cd63a2ec26c4938b2d34391b4ecc"},
+    {file = "MarkupSafe-2.1.3-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:8023faf4e01efadfa183e863fefde0046de576c6f14659e8782065bcece22198"},
+    {file = "MarkupSafe-2.1.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:6b2b56950d93e41f33b4223ead100ea0fe11f8e6ee5f641eb753ce4b77a7042b"},
+    {file = "MarkupSafe-2.1.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9dcdfd0eaf283af041973bff14a2e143b8bd64e069f4c383416ecd79a81aab58"},
+    {file = "MarkupSafe-2.1.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:05fb21170423db021895e1ea1e1f3ab3adb85d1c2333cbc2310f2a26bc77272e"},
+    {file = "MarkupSafe-2.1.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:282c2cb35b5b673bbcadb33a585408104df04f14b2d9b01d4c345a3b92861c2c"},
+    {file = "MarkupSafe-2.1.3-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:ab4a0df41e7c16a1392727727e7998a467472d0ad65f3ad5e6e765015df08636"},
+    {file = "MarkupSafe-2.1.3-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:7ef3cb2ebbf91e330e3bb937efada0edd9003683db6b57bb108c4001f37a02ea"},
+    {file = "MarkupSafe-2.1.3-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:0a4e4a1aff6c7ac4cd55792abf96c915634c2b97e3cc1c7129578aa68ebd754e"},
+    {file = "MarkupSafe-2.1.3-cp39-cp39-win32.whl", hash = "sha256:fec21693218efe39aa7f8599346e90c705afa52c5b31ae019b2e57e8f6542bb2"},
+    {file = "MarkupSafe-2.1.3-cp39-cp39-win_amd64.whl", hash = "sha256:3fd4abcb888d15a94f32b75d8fd18ee162ca0c064f35b11134be77050296d6ba"},
+    {file = "MarkupSafe-2.1.3.tar.gz", hash = "sha256:af598ed32d6ae86f1b747b82783958b1a4ab8f617b06fe68795c7f026abbdcad"},
 ]
 
 [[package]]
 name = "matplotlib"
 version = "3.7.1"
 description = "Python plotting package"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1173,6 +1177,7 @@ python-dateutil = ">=2.7"
 name = "matplotlib-inline"
 version = "0.1.6"
 description = "Inline Matplotlib backend for Jupyter"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1187,6 +1192,7 @@ traitlets = "*"
 name = "mccabe"
 version = "0.6.1"
 description = "McCabe checker, plugin for flake8"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1198,6 +1204,7 @@ files = [
 name = "memory-profiler"
 version = "0.60.0"
 description = "A module for monitoring memory usage of a python program"
+category = "dev"
 optional = false
 python-versions = ">=3.4"
 files = [
@@ -1211,6 +1218,7 @@ psutil = "*"
 name = "msgpack"
 version = "1.0.5"
 description = "MessagePack serializer"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1283,6 +1291,7 @@ files = [
 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 = [
@@ -1292,13 +1301,14 @@ files = [
 
 [[package]]
 name = "natsort"
-version = "8.3.1"
+version = "8.4.0"
 description = "Simple yet flexible natural sorting in Python."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "natsort-8.3.1-py3-none-any.whl", hash = "sha256:d583bc9050dd10538de36297c960b93f873f0cd01671a3c50df5bd86dd391dcb"},
-    {file = "natsort-8.3.1.tar.gz", hash = "sha256:517595492dde570a4fd6b6a76f644440c1ba51e2338c8a671d7f0475fda8f9fd"},
+    {file = "natsort-8.4.0-py3-none-any.whl", hash = "sha256:4732914fb471f56b5cce04d7bae6f164a592c7712e1c85f9ef585e197299521c"},
+    {file = "natsort-8.4.0.tar.gz", hash = "sha256:45312c4a0e5507593da193dedd04abb1469253b601ecaf63445ad80f0a1ea581"},
 ]
 
 [package.extras]
@@ -1307,45 +1317,47 @@ icu = ["PyICU (>=1.0.0)"]
 
 [[package]]
 name = "numpy"
-version = "1.24.3"
+version = "1.24.4"
 description = "Fundamental package for array computing in Python"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "numpy-1.24.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3c1104d3c036fb81ab923f507536daedc718d0ad5a8707c6061cdfd6d184e570"},
-    {file = "numpy-1.24.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:202de8f38fc4a45a3eea4b63e2f376e5f2dc64ef0fa692838e31a808520efaf7"},
-    {file = "numpy-1.24.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8535303847b89aa6b0f00aa1dc62867b5a32923e4d1681a35b5eef2d9591a463"},
-    {file = "numpy-1.24.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2d926b52ba1367f9acb76b0df6ed21f0b16a1ad87c6720a1121674e5cf63e2b6"},
-    {file = "numpy-1.24.3-cp310-cp310-win32.whl", hash = "sha256:f21c442fdd2805e91799fbe044a7b999b8571bb0ab0f7850d0cb9641a687092b"},
-    {file = "numpy-1.24.3-cp310-cp310-win_amd64.whl", hash = "sha256:ab5f23af8c16022663a652d3b25dcdc272ac3f83c3af4c02eb8b824e6b3ab9d7"},
-    {file = "numpy-1.24.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:9a7721ec204d3a237225db3e194c25268faf92e19338a35f3a224469cb6039a3"},
-    {file = "numpy-1.24.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d6cc757de514c00b24ae8cf5c876af2a7c3df189028d68c0cb4eaa9cd5afc2bf"},
-    {file = "numpy-1.24.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:76e3f4e85fc5d4fd311f6e9b794d0c00e7002ec122be271f2019d63376f1d385"},
-    {file = "numpy-1.24.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a1d3c026f57ceaad42f8231305d4653d5f05dc6332a730ae5c0bea3513de0950"},
-    {file = "numpy-1.24.3-cp311-cp311-win32.whl", hash = "sha256:c91c4afd8abc3908e00a44b2672718905b8611503f7ff87390cc0ac3423fb096"},
-    {file = "numpy-1.24.3-cp311-cp311-win_amd64.whl", hash = "sha256:5342cf6aad47943286afa6f1609cad9b4266a05e7f2ec408e2cf7aea7ff69d80"},
-    {file = "numpy-1.24.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:7776ea65423ca6a15255ba1872d82d207bd1e09f6d0894ee4a64678dd2204078"},
-    {file = "numpy-1.24.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:ae8d0be48d1b6ed82588934aaaa179875e7dc4f3d84da18d7eae6eb3f06c242c"},
-    {file = "numpy-1.24.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ecde0f8adef7dfdec993fd54b0f78183051b6580f606111a6d789cd14c61ea0c"},
-    {file = "numpy-1.24.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4749e053a29364d3452c034827102ee100986903263e89884922ef01a0a6fd2f"},
-    {file = "numpy-1.24.3-cp38-cp38-win32.whl", hash = "sha256:d933fabd8f6a319e8530d0de4fcc2e6a61917e0b0c271fded460032db42a0fe4"},
-    {file = "numpy-1.24.3-cp38-cp38-win_amd64.whl", hash = "sha256:56e48aec79ae238f6e4395886b5eaed058abb7231fb3361ddd7bfdf4eed54289"},
-    {file = "numpy-1.24.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:4719d5aefb5189f50887773699eaf94e7d1e02bf36c1a9d353d9f46703758ca4"},
-    {file = "numpy-1.24.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:0ec87a7084caa559c36e0a2309e4ecb1baa03b687201d0a847c8b0ed476a7187"},
-    {file = "numpy-1.24.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ea8282b9bcfe2b5e7d491d0bf7f3e2da29700cec05b49e64d6246923329f2b02"},
-    {file = "numpy-1.24.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:210461d87fb02a84ef243cac5e814aad2b7f4be953b32cb53327bb49fd77fbb4"},
-    {file = "numpy-1.24.3-cp39-cp39-win32.whl", hash = "sha256:784c6da1a07818491b0ffd63c6bbe5a33deaa0e25a20e1b3ea20cf0e43f8046c"},
-    {file = "numpy-1.24.3-cp39-cp39-win_amd64.whl", hash = "sha256:d5036197ecae68d7f491fcdb4df90082b0d4960ca6599ba2659957aafced7c17"},
-    {file = "numpy-1.24.3-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:352ee00c7f8387b44d19f4cada524586f07379c0d49270f87233983bc5087ca0"},
-    {file = "numpy-1.24.3-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1a7d6acc2e7524c9955e5c903160aa4ea083736fde7e91276b0e5d98e6332812"},
-    {file = "numpy-1.24.3-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:35400e6a8d102fd07c71ed7dcadd9eb62ee9a6e84ec159bd48c28235bbb0f8e4"},
-    {file = "numpy-1.24.3.tar.gz", hash = "sha256:ab344f1bf21f140adab8e47fdbc7c35a477dc01408791f8ba00d018dd0bc5155"},
+    {file = "numpy-1.24.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c0bfb52d2169d58c1cdb8cc1f16989101639b34c7d3ce60ed70b19c63eba0b64"},
+    {file = "numpy-1.24.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ed094d4f0c177b1b8e7aa9cba7d6ceed51c0e569a5318ac0ca9a090680a6a1b1"},
+    {file = "numpy-1.24.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:79fc682a374c4a8ed08b331bef9c5f582585d1048fa6d80bc6c35bc384eee9b4"},
+    {file = "numpy-1.24.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7ffe43c74893dbf38c2b0a1f5428760a1a9c98285553c89e12d70a96a7f3a4d6"},
+    {file = "numpy-1.24.4-cp310-cp310-win32.whl", hash = "sha256:4c21decb6ea94057331e111a5bed9a79d335658c27ce2adb580fb4d54f2ad9bc"},
+    {file = "numpy-1.24.4-cp310-cp310-win_amd64.whl", hash = "sha256:b4bea75e47d9586d31e892a7401f76e909712a0fd510f58f5337bea9572c571e"},
+    {file = "numpy-1.24.4-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:f136bab9c2cfd8da131132c2cf6cc27331dd6fae65f95f69dcd4ae3c3639c810"},
+    {file = "numpy-1.24.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:e2926dac25b313635e4d6cf4dc4e51c8c0ebfed60b801c799ffc4c32bf3d1254"},
+    {file = "numpy-1.24.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:222e40d0e2548690405b0b3c7b21d1169117391c2e82c378467ef9ab4c8f0da7"},
+    {file = "numpy-1.24.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7215847ce88a85ce39baf9e89070cb860c98fdddacbaa6c0da3ffb31b3350bd5"},
+    {file = "numpy-1.24.4-cp311-cp311-win32.whl", hash = "sha256:4979217d7de511a8d57f4b4b5b2b965f707768440c17cb70fbf254c4b225238d"},
+    {file = "numpy-1.24.4-cp311-cp311-win_amd64.whl", hash = "sha256:b7b1fc9864d7d39e28f41d089bfd6353cb5f27ecd9905348c24187a768c79694"},
+    {file = "numpy-1.24.4-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:1452241c290f3e2a312c137a9999cdbf63f78864d63c79039bda65ee86943f61"},
+    {file = "numpy-1.24.4-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:04640dab83f7c6c85abf9cd729c5b65f1ebd0ccf9de90b270cd61935eef0197f"},
+    {file = "numpy-1.24.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a5425b114831d1e77e4b5d812b69d11d962e104095a5b9c3b641a218abcc050e"},
+    {file = "numpy-1.24.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dd80e219fd4c71fc3699fc1dadac5dcf4fd882bfc6f7ec53d30fa197b8ee22dc"},
+    {file = "numpy-1.24.4-cp38-cp38-win32.whl", hash = "sha256:4602244f345453db537be5314d3983dbf5834a9701b7723ec28923e2889e0bb2"},
+    {file = "numpy-1.24.4-cp38-cp38-win_amd64.whl", hash = "sha256:692f2e0f55794943c5bfff12b3f56f99af76f902fc47487bdfe97856de51a706"},
+    {file = "numpy-1.24.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:2541312fbf09977f3b3ad449c4e5f4bb55d0dbf79226d7724211acc905049400"},
+    {file = "numpy-1.24.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:9667575fb6d13c95f1b36aca12c5ee3356bf001b714fc354eb5465ce1609e62f"},
+    {file = "numpy-1.24.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f3a86ed21e4f87050382c7bc96571755193c4c1392490744ac73d660e8f564a9"},
+    {file = "numpy-1.24.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d11efb4dbecbdf22508d55e48d9c8384db795e1b7b51ea735289ff96613ff74d"},
+    {file = "numpy-1.24.4-cp39-cp39-win32.whl", hash = "sha256:6620c0acd41dbcb368610bb2f4d83145674040025e5536954782467100aa8835"},
+    {file = "numpy-1.24.4-cp39-cp39-win_amd64.whl", hash = "sha256:befe2bf740fd8373cf56149a5c23a0f601e82869598d41f8e188a0e9869926f8"},
+    {file = "numpy-1.24.4-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:31f13e25b4e304632a4619d0e0777662c2ffea99fcae2029556b17d8ff958aef"},
+    {file = "numpy-1.24.4-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:95f7ac6540e95bc440ad77f56e520da5bf877f87dca58bd095288dce8940532a"},
+    {file = "numpy-1.24.4-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:e98f220aa76ca2a977fe435f5b04d7b3470c0a2e6312907b37ba6068f26787f2"},
+    {file = "numpy-1.24.4.tar.gz", hash = "sha256:80f5e3a4e498641401868df4208b74581206afbee7cf7b8329daae82676d9463"},
 ]
 
 [[package]]
 name = "numpydoc"
 version = "1.5.0"
 description = "Sphinx extension to support docstrings in Numpy format"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1364,6 +1376,7 @@ testing = ["matplotlib", "pytest", "pytest-cov"]
 name = "packaging"
 version = "23.1"
 description = "Core utilities for Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1373,36 +1386,37 @@ files = [
 
 [[package]]
 name = "pandas"
-version = "2.0.1"
+version = "2.0.2"
 description = "Powerful data structures for data analysis, time series, and statistics"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pandas-2.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:70a996a1d2432dadedbb638fe7d921c88b0cc4dd90374eab51bb33dc6c0c2a12"},
-    {file = "pandas-2.0.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:909a72b52175590debbf1d0c9e3e6bce2f1833c80c76d80bd1aa09188be768e5"},
-    {file = "pandas-2.0.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fe7914d8ddb2d54b900cec264c090b88d141a1eed605c9539a187dbc2547f022"},
-    {file = "pandas-2.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0a514ae436b23a92366fbad8365807fc0eed15ca219690b3445dcfa33597a5cc"},
-    {file = "pandas-2.0.1-cp310-cp310-win32.whl", hash = "sha256:12bd6618e3cc737c5200ecabbbb5eaba8ab645a4b0db508ceeb4004bb10b060e"},
-    {file = "pandas-2.0.1-cp310-cp310-win_amd64.whl", hash = "sha256:2b6fe5f7ce1cba0e74188c8473c9091ead9b293ef0a6794939f8cc7947057abd"},
-    {file = "pandas-2.0.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:00959a04a1d7bbc63d75a768540fb20ecc9e65fd80744c930e23768345a362a7"},
-    {file = "pandas-2.0.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:af2449e9e984dfad39276b885271ba31c5e0204ffd9f21f287a245980b0e4091"},
-    {file = "pandas-2.0.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:910df06feaf9935d05247db6de452f6d59820e432c18a2919a92ffcd98f8f79b"},
-    {file = "pandas-2.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6fa0067f2419f933101bdc6001bcea1d50812afbd367b30943417d67fbb99678"},
-    {file = "pandas-2.0.1-cp311-cp311-win32.whl", hash = "sha256:7b8395d335b08bc8b050590da264f94a439b4770ff16bb51798527f1dd840388"},
-    {file = "pandas-2.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:8db5a644d184a38e6ed40feeb12d410d7fcc36648443defe4707022da127fc35"},
-    {file = "pandas-2.0.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:7bbf173d364130334e0159a9a034f573e8b44a05320995127cf676b85fd8ce86"},
-    {file = "pandas-2.0.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:6c0853d487b6c868bf107a4b270a823746175b1932093b537b9b76c639fc6f7e"},
-    {file = "pandas-2.0.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f25e23a03f7ad7211ffa30cb181c3e5f6d96a8e4cb22898af462a7333f8a74eb"},
-    {file = "pandas-2.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e09a53a4fe8d6ae2149959a2d02e1ef2f4d2ceb285ac48f74b79798507e468b4"},
-    {file = "pandas-2.0.1-cp38-cp38-win32.whl", hash = "sha256:a2564629b3a47b6aa303e024e3d84e850d36746f7e804347f64229f8c87416ea"},
-    {file = "pandas-2.0.1-cp38-cp38-win_amd64.whl", hash = "sha256:03e677c6bc9cfb7f93a8b617d44f6091613a5671ef2944818469be7b42114a00"},
-    {file = "pandas-2.0.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:3d099ecaa5b9e977b55cd43cf842ec13b14afa1cfa51b7e1179d90b38c53ce6a"},
-    {file = "pandas-2.0.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:a37ee35a3eb6ce523b2c064af6286c45ea1c7ff882d46e10d0945dbda7572753"},
-    {file = "pandas-2.0.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:320b180d125c3842c5da5889183b9a43da4ebba375ab2ef938f57bf267a3c684"},
-    {file = "pandas-2.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:18d22cb9043b6c6804529810f492ab09d638ddf625c5dea8529239607295cb59"},
-    {file = "pandas-2.0.1-cp39-cp39-win32.whl", hash = "sha256:90d1d365d77d287063c5e339f49b27bd99ef06d10a8843cf00b1a49326d492c1"},
-    {file = "pandas-2.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:99f7192d8b0e6daf8e0d0fd93baa40056684e4b4aaaef9ea78dff34168e1f2f0"},
-    {file = "pandas-2.0.1.tar.gz", hash = "sha256:19b8e5270da32b41ebf12f0e7165efa7024492e9513fb46fb631c5022ae5709d"},
+    {file = "pandas-2.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9ebb9f1c22ddb828e7fd017ea265a59d80461d5a79154b49a4207bd17514d122"},
+    {file = "pandas-2.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1eb09a242184092f424b2edd06eb2b99d06dc07eeddff9929e8667d4ed44e181"},
+    {file = "pandas-2.0.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c7319b6e68de14e6209460f72a8d1ef13c09fb3d3ef6c37c1e65b35d50b5c145"},
+    {file = "pandas-2.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dd46bde7309088481b1cf9c58e3f0e204b9ff9e3244f441accd220dd3365ce7c"},
+    {file = "pandas-2.0.2-cp310-cp310-win32.whl", hash = "sha256:51a93d422fbb1bd04b67639ba4b5368dffc26923f3ea32a275d2cc450f1d1c86"},
+    {file = "pandas-2.0.2-cp310-cp310-win_amd64.whl", hash = "sha256:66d00300f188fa5de73f92d5725ced162488f6dc6ad4cecfe4144ca29debe3b8"},
+    {file = "pandas-2.0.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:02755de164da6827764ceb3bbc5f64b35cb12394b1024fdf88704d0fa06e0e2f"},
+    {file = "pandas-2.0.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:0a1e0576611641acde15c2322228d138258f236d14b749ad9af498ab69089e2d"},
+    {file = "pandas-2.0.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a6b5f14cd24a2ed06e14255ff40fe2ea0cfaef79a8dd68069b7ace74bd6acbba"},
+    {file = "pandas-2.0.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:50e451932b3011b61d2961b4185382c92cc8c6ee4658dcd4f320687bb2d000ee"},
+    {file = "pandas-2.0.2-cp311-cp311-win32.whl", hash = "sha256:7b21cb72958fc49ad757685db1919021d99650d7aaba676576c9e88d3889d456"},
+    {file = "pandas-2.0.2-cp311-cp311-win_amd64.whl", hash = "sha256:c4af689352c4fe3d75b2834933ee9d0ccdbf5d7a8a7264f0ce9524e877820c08"},
+    {file = "pandas-2.0.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:69167693cb8f9b3fc060956a5d0a0a8dbfed5f980d9fd2c306fb5b9c855c814c"},
+    {file = "pandas-2.0.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:30a89d0fec4263ccbf96f68592fd668939481854d2ff9da709d32a047689393b"},
+    {file = "pandas-2.0.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a18e5c72b989ff0f7197707ceddc99828320d0ca22ab50dd1b9e37db45b010c0"},
+    {file = "pandas-2.0.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7376e13d28eb16752c398ca1d36ccfe52bf7e887067af9a0474de6331dd948d2"},
+    {file = "pandas-2.0.2-cp38-cp38-win32.whl", hash = "sha256:6d6d10c2142d11d40d6e6c0a190b1f89f525bcf85564707e31b0a39e3b398e08"},
+    {file = "pandas-2.0.2-cp38-cp38-win_amd64.whl", hash = "sha256:e69140bc2d29a8556f55445c15f5794490852af3de0f609a24003ef174528b79"},
+    {file = "pandas-2.0.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:b42b120458636a981077cfcfa8568c031b3e8709701315e2bfa866324a83efa8"},
+    {file = "pandas-2.0.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:f908a77cbeef9bbd646bd4b81214cbef9ac3dda4181d5092a4aa9797d1bc7774"},
+    {file = "pandas-2.0.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:713f2f70abcdade1ddd68fc91577cb090b3544b07ceba78a12f799355a13ee44"},
+    {file = "pandas-2.0.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cf3f0c361a4270185baa89ec7ab92ecaa355fe783791457077473f974f654df5"},
+    {file = "pandas-2.0.2-cp39-cp39-win32.whl", hash = "sha256:598e9020d85a8cdbaa1815eb325a91cfff2bb2b23c1442549b8a3668e36f0f77"},
+    {file = "pandas-2.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:77550c8909ebc23e56a89f91b40ad01b50c42cfbfab49b3393694a50549295ea"},
+    {file = "pandas-2.0.2.tar.gz", hash = "sha256:dd5476b6c3fe410ee95926873f377b856dbc4e81a9c605a0dc05aaccc6a7c6c6"},
 ]
 
 [package.dependencies]
@@ -1442,6 +1456,7 @@ xml = ["lxml (>=4.6.3)"]
 name = "parso"
 version = "0.8.3"
 description = "A Python Parser"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1457,6 +1472,7 @@ testing = ["docopt", "pytest (<6.0.0)"]
 name = "partd"
 version = "1.4.0"
 description = "Appendable key-value storage"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1475,6 +1491,7 @@ complete = ["blosc", "numpy (>=1.9.0)", "pandas (>=0.19.0)", "pyzmq"]
 name = "pathspec"
 version = "0.11.1"
 description = "Utility library for gitignore style pattern matching of file paths."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1486,6 +1503,7 @@ files = [
 name = "pexpect"
 version = "4.8.0"
 description = "Pexpect allows easy control of interactive console applications."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1500,6 +1518,7 @@ ptyprocess = ">=0.5"
 name = "pickleshare"
 version = "0.7.5"
 description = "Tiny 'shelve'-like database with concurrency support"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1511,6 +1530,7 @@ files = [
 name = "pillow"
 version = "9.5.0"
 description = "Python Imaging Library (Fork)"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1586,41 +1606,32 @@ files = [
 docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-removed-in", "sphinxext-opengraph"]
 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
 
-[[package]]
-name = "pkgutil-resolve-name"
-version = "1.3.10"
-description = "Resolve a name to an object."
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "pkgutil_resolve_name-1.3.10-py3-none-any.whl", hash = "sha256:ca27cc078d25c5ad71a9de0a7a330146c4e014c2462d9af19c6b828280649c5e"},
-    {file = "pkgutil_resolve_name-1.3.10.tar.gz", hash = "sha256:357d6c9e6a755653cfd78893817c0853af365dd51ec97f3d358a819373bbd174"},
-]
-
 [[package]]
 name = "platformdirs"
-version = "3.5.1"
+version = "3.8.0"
 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"
 files = [
-    {file = "platformdirs-3.5.1-py3-none-any.whl", hash = "sha256:e2378146f1964972c03c085bb5662ae80b2b8c06226c54b2ff4aa9483e8a13a5"},
-    {file = "platformdirs-3.5.1.tar.gz", hash = "sha256:412dae91f52a6f84830f39a8078cecd0e866cb72294a5c66808e74d5e88d251f"},
+    {file = "platformdirs-3.8.0-py3-none-any.whl", hash = "sha256:ca9ed98ce73076ba72e092b23d3c93ea6c4e186b3f1c3dad6edd98ff6ffcca2e"},
+    {file = "platformdirs-3.8.0.tar.gz", hash = "sha256:b0cabcb11063d21a0b261d557acb0a9d2126350e63b70cdf7db6347baea456dc"},
 ]
 
 [package.extras]
-docs = ["furo (>=2023.3.27)", "proselint (>=0.13)", "sphinx (>=6.2.1)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)"]
-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.3.1)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
+docs = ["furo (>=2023.5.20)", "proselint (>=0.13)", "sphinx (>=7.0.1)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.3.1)", "pytest-cov (>=4.1)", "pytest-mock (>=3.10)"]
 
 [[package]]
 name = "pluggy"
-version = "1.0.0"
+version = "1.2.0"
 description = "plugin and hook calling mechanisms for python"
+category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "pluggy-1.0.0-py2.py3-none-any.whl", hash = "sha256:74134bbf457f031a36d68416e1509f34bd5ccc019f0bcc952c7b909d06b37bd3"},
-    {file = "pluggy-1.0.0.tar.gz", hash = "sha256:4224373bacce55f955a878bf9cfa763c1e360858e330072059e10bad68531159"},
+    {file = "pluggy-1.2.0-py3-none-any.whl", hash = "sha256:c2fd55a7d7a3863cba1a013e4e2414658b1d07b6bc57b3919e0c63c9abb99849"},
+    {file = "pluggy-1.2.0.tar.gz", hash = "sha256:d12f0c4b579b15f5e054301bb226ee85eeeba08ffec228092f8defbaa3a4c4b3"},
 ]
 
 [package.extras]
@@ -1631,6 +1642,7 @@ testing = ["pytest", "pytest-benchmark"]
 name = "prompt-toolkit"
 version = "3.0.38"
 description = "Library for building powerful interactive command lines in Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -1645,6 +1657,7 @@ wcwidth = "*"
 name = "psutil"
 version = "5.9.5"
 description = "Cross-platform lib for process and system monitoring in Python."
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1671,6 +1684,7 @@ 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 = [
@@ -1682,6 +1696,7 @@ files = [
 name = "pure-eval"
 version = "0.2.2"
 description = "Safely evaluate AST nodes without side effects"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1696,6 +1711,7 @@ tests = ["pytest"]
 name = "pycodestyle"
 version = "2.7.0"
 description = "Python style guide checker"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1707,6 +1723,7 @@ files = [
 name = "pydata-sphinx-theme"
 version = "0.13.3"
 description = "Bootstrap-based Sphinx theme from the PyData community"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1733,6 +1750,7 @@ test = ["codecov", "pytest", "pytest-cov", "pytest-regressions"]
 name = "pyflakes"
 version = "2.3.1"
 description = "passive checker of Python programs"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1744,6 +1762,7 @@ files = [
 name = "pygments"
 version = "2.15.1"
 description = "Pygments is a syntax highlighting package written in Python."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1754,84 +1773,31 @@ files = [
 [package.extras]
 plugins = ["importlib-metadata"]
 
-[[package]]
-name = "pynwb"
-version = "2.3.2"
-description = "Package for working with Neurodata stored in the NWB format"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "pynwb-2.3.2-py3-none-any.whl", hash = "sha256:feb305902300a5d9d3d10b70908c88bfeec323491aeb4373ababd2494bc4de5b"},
-    {file = "pynwb-2.3.2.tar.gz", hash = "sha256:ccb53c5b8fe1b722d3dffffd439a266d53cdb4b4271c7d3ca2608798e90cb7b7"},
-]
-
-[package.dependencies]
-h5py = ">=2.10"
-hdmf = ">=3.5.4"
-numpy = ">=1.16"
-pandas = ">=1.1.5"
-python-dateutil = ">=2.7.3"
-setuptools = "*"
-
 [[package]]
 name = "pyparsing"
-version = "3.0.9"
+version = "3.1.0"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+category = "main"
 optional = false
 python-versions = ">=3.6.8"
 files = [
-    {file = "pyparsing-3.0.9-py3-none-any.whl", hash = "sha256:5026bae9a10eeaefb61dab2f09052b9f4307d44aee4eda64b309723d8d206bbc"},
-    {file = "pyparsing-3.0.9.tar.gz", hash = "sha256:2b020ecf7d21b687f219b71ecad3631f644a47f01403fa1d1036b0c6416d70fb"},
+    {file = "pyparsing-3.1.0-py3-none-any.whl", hash = "sha256:d554a96d1a7d3ddaf7183104485bc19fd80543ad6ac5bdb6426719d766fb06c1"},
+    {file = "pyparsing-3.1.0.tar.gz", hash = "sha256:edb662d6fe322d6e990b1594b5feaeadf806803359e3d4d42f11e295e588f0ea"},
 ]
 
 [package.extras]
 diagrams = ["jinja2", "railroad-diagrams"]
 
-[[package]]
-name = "pyrsistent"
-version = "0.19.3"
-description = "Persistent/Functional/Immutable data structures"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "pyrsistent-0.19.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:20460ac0ea439a3e79caa1dbd560344b64ed75e85d8703943e0b66c2a6150e4a"},
-    {file = "pyrsistent-0.19.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4c18264cb84b5e68e7085a43723f9e4c1fd1d935ab240ce02c0324a8e01ccb64"},
-    {file = "pyrsistent-0.19.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4b774f9288dda8d425adb6544e5903f1fb6c273ab3128a355c6b972b7df39dcf"},
-    {file = "pyrsistent-0.19.3-cp310-cp310-win32.whl", hash = "sha256:5a474fb80f5e0d6c9394d8db0fc19e90fa540b82ee52dba7d246a7791712f74a"},
-    {file = "pyrsistent-0.19.3-cp310-cp310-win_amd64.whl", hash = "sha256:49c32f216c17148695ca0e02a5c521e28a4ee6c5089f97e34fe24163113722da"},
-    {file = "pyrsistent-0.19.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:f0774bf48631f3a20471dd7c5989657b639fd2d285b861237ea9e82c36a415a9"},
-    {file = "pyrsistent-0.19.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3ab2204234c0ecd8b9368dbd6a53e83c3d4f3cab10ecaf6d0e772f456c442393"},
-    {file = "pyrsistent-0.19.3-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e42296a09e83028b3476f7073fcb69ffebac0e66dbbfd1bd847d61f74db30f19"},
-    {file = "pyrsistent-0.19.3-cp311-cp311-win32.whl", hash = "sha256:64220c429e42a7150f4bfd280f6f4bb2850f95956bde93c6fda1b70507af6ef3"},
-    {file = "pyrsistent-0.19.3-cp311-cp311-win_amd64.whl", hash = "sha256:016ad1afadf318eb7911baa24b049909f7f3bb2c5b1ed7b6a8f21db21ea3faa8"},
-    {file = "pyrsistent-0.19.3-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:c4db1bd596fefd66b296a3d5d943c94f4fac5bcd13e99bffe2ba6a759d959a28"},
-    {file = "pyrsistent-0.19.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aeda827381f5e5d65cced3024126529ddc4289d944f75e090572c77ceb19adbf"},
-    {file = "pyrsistent-0.19.3-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:42ac0b2f44607eb92ae88609eda931a4f0dfa03038c44c772e07f43e738bcac9"},
-    {file = "pyrsistent-0.19.3-cp37-cp37m-win32.whl", hash = "sha256:e8f2b814a3dc6225964fa03d8582c6e0b6650d68a232df41e3cc1b66a5d2f8d1"},
-    {file = "pyrsistent-0.19.3-cp37-cp37m-win_amd64.whl", hash = "sha256:c9bb60a40a0ab9aba40a59f68214eed5a29c6274c83b2cc206a359c4a89fa41b"},
-    {file = "pyrsistent-0.19.3-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:a2471f3f8693101975b1ff85ffd19bb7ca7dd7c38f8a81701f67d6b4f97b87d8"},
-    {file = "pyrsistent-0.19.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cc5d149f31706762c1f8bda2e8c4f8fead6e80312e3692619a75301d3dbb819a"},
-    {file = "pyrsistent-0.19.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3311cb4237a341aa52ab8448c27e3a9931e2ee09561ad150ba94e4cfd3fc888c"},
-    {file = "pyrsistent-0.19.3-cp38-cp38-win32.whl", hash = "sha256:f0e7c4b2f77593871e918be000b96c8107da48444d57005b6a6bc61fb4331b2c"},
-    {file = "pyrsistent-0.19.3-cp38-cp38-win_amd64.whl", hash = "sha256:c147257a92374fde8498491f53ffa8f4822cd70c0d85037e09028e478cababb7"},
-    {file = "pyrsistent-0.19.3-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:b735e538f74ec31378f5a1e3886a26d2ca6351106b4dfde376a26fc32a044edc"},
-    {file = "pyrsistent-0.19.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:99abb85579e2165bd8522f0c0138864da97847875ecbd45f3e7e2af569bfc6f2"},
-    {file = "pyrsistent-0.19.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3a8cb235fa6d3fd7aae6a4f1429bbb1fec1577d978098da1252f0489937786f3"},
-    {file = "pyrsistent-0.19.3-cp39-cp39-win32.whl", hash = "sha256:c74bed51f9b41c48366a286395c67f4e894374306b197e62810e0fdaf2364da2"},
-    {file = "pyrsistent-0.19.3-cp39-cp39-win_amd64.whl", hash = "sha256:878433581fc23e906d947a6814336eee031a00e6defba224234169ae3d3d6a98"},
-    {file = "pyrsistent-0.19.3-py3-none-any.whl", hash = "sha256:ccf0d6bd208f8111179f0c26fdf84ed7c3891982f2edaeae7422575f47e66b64"},
-    {file = "pyrsistent-0.19.3.tar.gz", hash = "sha256:1a2994773706bbb4995c31a97bc94f1418314923bd1048c6d964837040376440"},
-]
-
 [[package]]
 name = "pytest"
-version = "7.3.1"
+version = "7.4.0"
 description = "pytest: simple powerful testing with Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pytest-7.3.1-py3-none-any.whl", hash = "sha256:3799fa815351fea3a5e96ac7e503a96fa51cc9942c3753cda7651b93c1cfa362"},
-    {file = "pytest-7.3.1.tar.gz", hash = "sha256:434afafd78b1d78ed0addf160ad2b77a30d35d4bdf8af234fe621919d9ed15e3"},
+    {file = "pytest-7.4.0-py3-none-any.whl", hash = "sha256:78bf16451a2eb8c7a2ea98e32dc119fd2aa758f1d5d66dbf0a59d69a3969df32"},
+    {file = "pytest-7.4.0.tar.gz", hash = "sha256:b4bf8c45bd59934ed84001ad51e11b4ee40d40a1229d2c79f9c592b0a3f6bd8a"},
 ]
 
 [package.dependencies]
@@ -1843,12 +1809,13 @@ pluggy = ">=0.12,<2.0"
 tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]
+testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "pytest-cov"
 version = "3.0.0"
 description = "Pytest plugin for measuring coverage."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1867,6 +1834,7 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -1881,6 +1849,7 @@ six = ">=1.5"
 name = "pytz"
 version = "2023.3"
 description = "World timezone definitions, modern and historical"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1892,6 +1861,7 @@ files = [
 name = "pyyaml"
 version = "6.0"
 description = "YAML parser and emitter for Python"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1941,6 +1911,7 @@ files = [
 name = "requests"
 version = "2.31.0"
 description = "Python HTTP for Humans."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1958,73 +1929,11 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
-[[package]]
-name = "ruamel-yaml"
-version = "0.17.28"
-description = "ruamel.yaml is a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order"
-optional = false
-python-versions = ">=3"
-files = [
-    {file = "ruamel.yaml-0.17.28-py3-none-any.whl", hash = "sha256:823aff68f88260805049d6a4825e36cb7f1e273a7dd8f391e7b35a16a67a30ea"},
-    {file = "ruamel.yaml-0.17.28.tar.gz", hash = "sha256:3bf6df1c481d2463a633be6ee86e8aece941bb3298a9a0cd6d0865f47b1ddce6"},
-]
-
-[package.dependencies]
-"ruamel.yaml.clib" = {version = ">=0.2.7", markers = "platform_python_implementation == \"CPython\" and python_version < \"3.12\""}
-
-[package.extras]
-docs = ["ryd"]
-jinja2 = ["ruamel.yaml.jinja2 (>=0.2)"]
-
-[[package]]
-name = "ruamel-yaml-clib"
-version = "0.2.7"
-description = "C version of reader, parser and emitter for ruamel.yaml derived from libyaml"
-optional = false
-python-versions = ">=3.5"
-files = [
-    {file = "ruamel.yaml.clib-0.2.7-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d5859983f26d8cd7bb5c287ef452e8aacc86501487634573d260968f753e1d71"},
-    {file = "ruamel.yaml.clib-0.2.7-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:debc87a9516b237d0466a711b18b6ebeb17ba9f391eb7f91c649c5c4ec5006c7"},
-    {file = "ruamel.yaml.clib-0.2.7-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:df5828871e6648db72d1c19b4bd24819b80a755c4541d3409f0f7acd0f335c80"},
-    {file = "ruamel.yaml.clib-0.2.7-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:efa08d63ef03d079dcae1dfe334f6c8847ba8b645d08df286358b1f5293d24ab"},
-    {file = "ruamel.yaml.clib-0.2.7-cp310-cp310-win32.whl", hash = "sha256:763d65baa3b952479c4e972669f679fe490eee058d5aa85da483ebae2009d231"},
-    {file = "ruamel.yaml.clib-0.2.7-cp310-cp310-win_amd64.whl", hash = "sha256:d000f258cf42fec2b1bbf2863c61d7b8918d31ffee905da62dede869254d3b8a"},
-    {file = "ruamel.yaml.clib-0.2.7-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:045e0626baf1c52e5527bd5db361bc83180faaba2ff586e763d3d5982a876a9e"},
-    {file = "ruamel.yaml.clib-0.2.7-cp311-cp311-macosx_12_6_arm64.whl", hash = "sha256:721bc4ba4525f53f6a611ec0967bdcee61b31df5a56801281027a3a6d1c2daf5"},
-    {file = "ruamel.yaml.clib-0.2.7-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:41d0f1fa4c6830176eef5b276af04c89320ea616655d01327d5ce65e50575c94"},
-    {file = "ruamel.yaml.clib-0.2.7-cp311-cp311-win32.whl", hash = "sha256:f6d3d39611ac2e4f62c3128a9eed45f19a6608670c5a2f4f07f24e8de3441d38"},
-    {file = "ruamel.yaml.clib-0.2.7-cp311-cp311-win_amd64.whl", hash = "sha256:da538167284de58a52109a9b89b8f6a53ff8437dd6dc26d33b57bf6699153122"},
-    {file = "ruamel.yaml.clib-0.2.7-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:4b3a93bb9bc662fc1f99c5c3ea8e623d8b23ad22f861eb6fce9377ac07ad6072"},
-    {file = "ruamel.yaml.clib-0.2.7-cp36-cp36m-macosx_12_0_arm64.whl", hash = "sha256:a234a20ae07e8469da311e182e70ef6b199d0fbeb6c6cc2901204dd87fb867e8"},
-    {file = "ruamel.yaml.clib-0.2.7-cp36-cp36m-manylinux2014_aarch64.whl", hash = "sha256:15910ef4f3e537eea7fe45f8a5d19997479940d9196f357152a09031c5be59f3"},
-    {file = "ruamel.yaml.clib-0.2.7-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:370445fd795706fd291ab00c9df38a0caed0f17a6fb46b0f607668ecb16ce763"},
-    {file = "ruamel.yaml.clib-0.2.7-cp36-cp36m-win32.whl", hash = "sha256:ecdf1a604009bd35c674b9225a8fa609e0282d9b896c03dd441a91e5f53b534e"},
-    {file = "ruamel.yaml.clib-0.2.7-cp36-cp36m-win_amd64.whl", hash = "sha256:f34019dced51047d6f70cb9383b2ae2853b7fc4dce65129a5acd49f4f9256646"},
-    {file = "ruamel.yaml.clib-0.2.7-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:2aa261c29a5545adfef9296b7e33941f46aa5bbd21164228e833412af4c9c75f"},
-    {file = "ruamel.yaml.clib-0.2.7-cp37-cp37m-macosx_12_0_arm64.whl", hash = "sha256:f01da5790e95815eb5a8a138508c01c758e5f5bc0ce4286c4f7028b8dd7ac3d0"},
-    {file = "ruamel.yaml.clib-0.2.7-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:40d030e2329ce5286d6b231b8726959ebbe0404c92f0a578c0e2482182e38282"},
-    {file = "ruamel.yaml.clib-0.2.7-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:c3ca1fbba4ae962521e5eb66d72998b51f0f4d0f608d3c0347a48e1af262efa7"},
-    {file = "ruamel.yaml.clib-0.2.7-cp37-cp37m-win32.whl", hash = "sha256:7bdb4c06b063f6fd55e472e201317a3bb6cdeeee5d5a38512ea5c01e1acbdd93"},
-    {file = "ruamel.yaml.clib-0.2.7-cp37-cp37m-win_amd64.whl", hash = "sha256:be2a7ad8fd8f7442b24323d24ba0b56c51219513cfa45b9ada3b87b76c374d4b"},
-    {file = "ruamel.yaml.clib-0.2.7-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:91a789b4aa0097b78c93e3dc4b40040ba55bef518f84a40d4442f713b4094acb"},
-    {file = "ruamel.yaml.clib-0.2.7-cp38-cp38-macosx_12_0_arm64.whl", hash = "sha256:99e77daab5d13a48a4054803d052ff40780278240a902b880dd37a51ba01a307"},
-    {file = "ruamel.yaml.clib-0.2.7-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:3243f48ecd450eddadc2d11b5feb08aca941b5cd98c9b1db14b2fd128be8c697"},
-    {file = "ruamel.yaml.clib-0.2.7-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:8831a2cedcd0f0927f788c5bdf6567d9dc9cc235646a434986a852af1cb54b4b"},
-    {file = "ruamel.yaml.clib-0.2.7-cp38-cp38-win32.whl", hash = "sha256:3110a99e0f94a4a3470ff67fc20d3f96c25b13d24c6980ff841e82bafe827cac"},
-    {file = "ruamel.yaml.clib-0.2.7-cp38-cp38-win_amd64.whl", hash = "sha256:92460ce908546ab69770b2e576e4f99fbb4ce6ab4b245345a3869a0a0410488f"},
-    {file = "ruamel.yaml.clib-0.2.7-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:5bc0667c1eb8f83a3752b71b9c4ba55ef7c7058ae57022dd9b29065186a113d9"},
-    {file = "ruamel.yaml.clib-0.2.7-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:4a4d8d417868d68b979076a9be6a38c676eca060785abaa6709c7b31593c35d1"},
-    {file = "ruamel.yaml.clib-0.2.7-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:bf9a6bc4a0221538b1a7de3ed7bca4c93c02346853f44e1cd764be0023cd3640"},
-    {file = "ruamel.yaml.clib-0.2.7-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:a7b301ff08055d73223058b5c46c55638917f04d21577c95e00e0c4d79201a6b"},
-    {file = "ruamel.yaml.clib-0.2.7-cp39-cp39-win32.whl", hash = "sha256:d5e51e2901ec2366b79f16c2299a03e74ba4531ddcfacc1416639c557aef0ad8"},
-    {file = "ruamel.yaml.clib-0.2.7-cp39-cp39-win_amd64.whl", hash = "sha256:184faeaec61dbaa3cace407cffc5819f7b977e75360e8d5ca19461cd851a5fc5"},
-    {file = "ruamel.yaml.clib-0.2.7.tar.gz", hash = "sha256:1f08fd5a2bea9c4180db71678e850b995d2a5f4537be0e94557668cf0f5f9497"},
-]
-
 [[package]]
 name = "scipy"
 version = "1.9.3"
 description = "Fundamental algorithms for scientific computing in Python"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2059,26 +1968,11 @@ dev = ["flake8", "mypy", "pycodestyle", "typing_extensions"]
 doc = ["matplotlib (>2)", "numpydoc", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-panels (>=0.5.2)", "sphinx-tabs"]
 test = ["asv", "gmpy2", "mpmath", "pytest", "pytest-cov", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
-[[package]]
-name = "setuptools"
-version = "67.8.0"
-description = "Easily download, build, install, upgrade, and uninstall Python packages"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "setuptools-67.8.0-py3-none-any.whl", hash = "sha256:5df61bf30bb10c6f756eb19e7c9f3b473051f48db77fddbe06ff2ca307df9a6f"},
-    {file = "setuptools-67.8.0.tar.gz", hash = "sha256:62642358adc77ffa87233bc4d2354c4b2682d214048f500964dbe760ccedf102"},
-]
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
-testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
-
 [[package]]
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -2090,6 +1984,7 @@ files = [
 name = "snowballstemmer"
 version = "2.2.0"
 description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2101,6 +1996,7 @@ files = [
 name = "sortedcontainers"
 version = "2.4.0"
 description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2112,6 +2008,7 @@ files = [
 name = "soupsieve"
 version = "2.4.1"
 description = "A modern CSS selector implementation for Beautiful Soup."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2123,6 +2020,7 @@ files = [
 name = "sphinx"
 version = "6.2.1"
 description = "Python documentation generator"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2158,6 +2056,7 @@ test = ["cython", "filelock", "html5lib", "pytest (>=4.6)"]
 name = "sphinx-automodapi"
 version = "0.14.1"
 description = "Sphinx extension for auto-generating API documentation for entire modules"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2175,6 +2074,7 @@ test = ["codecov", "coverage", "cython", "pytest", "pytest-cov"]
 name = "sphinx-book-theme"
 version = "1.0.1"
 description = "A clean book theme for scientific explanations and documentation with Sphinx"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2195,6 +2095,7 @@ test = ["beautifulsoup4", "coverage", "myst-nb", "pytest", "pytest-cov", "pytest
 name = "sphinxcontrib-applehelp"
 version = "1.0.4"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2210,6 +2111,7 @@ test = ["pytest"]
 name = "sphinxcontrib-devhelp"
 version = "1.0.2"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document."
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -2225,6 +2127,7 @@ test = ["pytest"]
 name = "sphinxcontrib-htmlhelp"
 version = "2.0.1"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2240,6 +2143,7 @@ test = ["html5lib", "pytest"]
 name = "sphinxcontrib-jsmath"
 version = "1.0.1"
 description = "A sphinx extension which renders display math in HTML via JavaScript"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -2254,6 +2158,7 @@ test = ["flake8", "mypy", "pytest"]
 name = "sphinxcontrib-qthelp"
 version = "1.0.3"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document."
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -2269,6 +2174,7 @@ test = ["pytest"]
 name = "sphinxcontrib-serializinghtml"
 version = "1.1.5"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)."
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -2284,6 +2190,7 @@ test = ["pytest"]
 name = "stack-data"
 version = "0.6.2"
 description = "Extract data from python stack frames and tracebacks for informative displays"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2301,19 +2208,21 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "tblib"
-version = "1.7.0"
+version = "2.0.0"
 description = "Traceback serialization library."
+category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.7"
 files = [
-    {file = "tblib-1.7.0-py2.py3-none-any.whl", hash = "sha256:289fa7359e580950e7d9743eab36b0691f0310fce64dee7d9c31065b8f723e23"},
-    {file = "tblib-1.7.0.tar.gz", hash = "sha256:059bd77306ea7b419d4f76016aef6d7027cc8a0785579b5aad198803435f882c"},
+    {file = "tblib-2.0.0-py3-none-any.whl", hash = "sha256:9100bfa016b047d5b980d66e7efed952fbd20bd85b56110aaf473cb97d18709a"},
+    {file = "tblib-2.0.0.tar.gz", hash = "sha256:a6df30f272c08bf8be66e0775fad862005d950a6b8449b94f7c788731d70ecd7"},
 ]
 
 [[package]]
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2325,6 +2234,7 @@ files = [
 name = "toolz"
 version = "0.12.0"
 description = "List processing tools and functional utilities"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -2336,6 +2246,7 @@ files = [
 name = "tornado"
 version = "6.3.2"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
+category = "main"
 optional = false
 python-versions = ">= 3.8"
 files = [
@@ -2356,6 +2267,7 @@ files = [
 name = "tqdm"
 version = "4.65.0"
 description = "Fast, Extensible Progress Meter"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2376,6 +2288,7 @@ telegram = ["requests"]
 name = "traitlets"
 version = "5.9.0"
 description = "Traitlets Python configuration system"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2389,19 +2302,21 @@ test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.6.2"
+version = "4.6.3"
 description = "Backported and Experimental Type Hints for Python 3.7+"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "typing_extensions-4.6.2-py3-none-any.whl", hash = "sha256:3a8b36f13dd5fdc5d1b16fe317f5668545de77fa0b8e02006381fd49d731ab98"},
-    {file = "typing_extensions-4.6.2.tar.gz", hash = "sha256:06006244c70ac8ee83fa8282cb188f697b8db25bc8b4df07be1873c43897060c"},
+    {file = "typing_extensions-4.6.3-py3-none-any.whl", hash = "sha256:88a4153d8505aabbb4e13aacb7c486c2b4a33ca3b3f807914a9b4c844c471c26"},
+    {file = "typing_extensions-4.6.3.tar.gz", hash = "sha256:d91d5919357fe7f681a9f2b5b4cb2a5f1ef0a1e9f59c4d8ff0d3491e05c0ffd5"},
 ]
 
 [[package]]
 name = "tzdata"
 version = "2023.3"
 description = "Provider of IANA time zone data"
+category = "main"
 optional = false
 python-versions = ">=2"
 files = [
@@ -2411,13 +2326,14 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "2.0.2"
+version = "2.0.3"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "urllib3-2.0.2-py3-none-any.whl", hash = "sha256:d055c2f9d38dc53c808f6fdc8eab7360b6fdbbde02340ed25cfbcd817c62469e"},
-    {file = "urllib3-2.0.2.tar.gz", hash = "sha256:61717a1095d7e155cdb737ac7bb2f4324a858a1e2e6466f6d03ff630ca68d3cc"},
+    {file = "urllib3-2.0.3-py3-none-any.whl", hash = "sha256:48e7fafa40319d358848e1bc6809b208340fafe2096f1725d05d67443d0483d1"},
+    {file = "urllib3-2.0.3.tar.gz", hash = "sha256:bee28b5e56addb8226c96f7f13ac28cb4c301dd5ea8a6ca179c0b9835e032825"},
 ]
 
 [package.extras]
@@ -2428,28 +2344,30 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.23.0"
+version = "20.23.1"
 description = "Virtual Python Environment builder"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "virtualenv-20.23.0-py3-none-any.whl", hash = "sha256:6abec7670e5802a528357fdc75b26b9f57d5d92f29c5462ba0fbe45feacc685e"},
-    {file = "virtualenv-20.23.0.tar.gz", hash = "sha256:a85caa554ced0c0afbd0d638e7e2d7b5f92d23478d05d17a76daeac8f279f924"},
+    {file = "virtualenv-20.23.1-py3-none-any.whl", hash = "sha256:34da10f14fea9be20e0fd7f04aba9732f84e593dac291b757ce42e3368a39419"},
+    {file = "virtualenv-20.23.1.tar.gz", hash = "sha256:8ff19a38c1021c742148edc4f81cb43d7f8c6816d2ede2ab72af5b84c749ade1"},
 ]
 
 [package.dependencies]
 distlib = ">=0.3.6,<1"
-filelock = ">=3.11,<4"
-platformdirs = ">=3.2,<4"
+filelock = ">=3.12,<4"
+platformdirs = ">=3.5.1,<4"
 
 [package.extras]
-docs = ["furo (>=2023.3.27)", "proselint (>=0.13)", "sphinx (>=6.1.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=22.12)"]
-test = ["covdefaults (>=2.3)", "coverage (>=7.2.3)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.3.1)", "pytest-env (>=0.8.1)", "pytest-freezegun (>=0.4.2)", "pytest-mock (>=3.10)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=67.7.1)", "time-machine (>=2.9)"]
+docs = ["furo (>=2023.5.20)", "proselint (>=0.13)", "sphinx (>=7.0.1)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.3.1)", "pytest-env (>=0.8.1)", "pytest-freezer (>=0.4.6)", "pytest-mock (>=3.10)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=67.8)", "time-machine (>=2.9)"]
 
 [[package]]
 name = "wcwidth"
 version = "0.2.6"
 description = "Measures the displayed width of unicode strings in a terminal"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2461,6 +2379,7 @@ files = [
 name = "xyzservices"
 version = "2023.5.0"
 description = "Source of XYZ tiles providers"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2472,6 +2391,7 @@ files = [
 name = "zict"
 version = "3.0.0"
 description = "Mutable mapping tools"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2483,6 +2403,7 @@ files = [
 name = "zipp"
 version = "3.15.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2497,4 +2418,4 @@ testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8"
-content-hash = "fdc77781c83aec6bacfb1ab654852919bb8cb1d22253e224e100aa4e3ce6078d"
+content-hash = "b295149a384026cd346e9c7f201f442fd2a4438d51b9af61078f4427e89b520a"
diff --git a/pyproject.toml b/pyproject.toml
index d3888086..5c7d9b0d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -32,7 +32,6 @@ tqdm = ">=4.31"
 natsort = "^8.1.0"
 psutil = ">=5.9"
 fooof = ">=1.0"
-pynwb = "^2.3.2"
 bokeh = "^3.1.1"
 
 [tool.poetry.group.dev.dependencies]
diff --git a/syncopy.yml b/syncopy.yml
index 29d4ff6e..ec3497be 100644
--- a/syncopy.yml
+++ b/syncopy.yml
@@ -17,7 +17,6 @@ dependencies:
   - psutil
   - tqdm >= 4.31
   - fooof >= 1.0
-  - pynwb >= 2.3
   - bokeh >= 3.1.1
 
   # Optional packages required for running the test-suite and building the HTML docs
diff --git a/syncopy/__init__.py b/syncopy/__init__.py
index 62fb8934..d27736d8 100644
--- a/syncopy/__init__.py
+++ b/syncopy/__init__.py
@@ -88,6 +88,11 @@ def startup_print_once(message, force=False):
 except ImportError:
     __plt__ = False
 
+try:
+    import pynwb
+    __pynwb__ = True
+except ImportError:
+    __pynwb__ = False
 
 # Set package-wide temp directory
 csHome = "/cs/home/{}".format(getpass.getuser())
diff --git a/syncopy/datatype/continuous_data.py b/syncopy/datatype/continuous_data.py
index 76078027..1af901c1 100644
--- a/syncopy/datatype/continuous_data.py
+++ b/syncopy/datatype/continuous_data.py
@@ -19,12 +19,17 @@
 from .methods.definetrial import definetrial
 from .base_data import BaseData
 from syncopy.shared.parsers import scalar_parser, array_parser
-from syncopy.shared.errors import SPYValueError
+from syncopy.shared.errors import SPYValueError, SPYError
 from syncopy.shared.tools import best_match
 from syncopy.plotting import sp_plotting, mp_plotting
 from syncopy.io.nwb import _analog_timelocked_to_nwbfile
 from .util import TimeIndexer
-from pynwb import NWBHDF5IO
+
+
+from syncopy import __pynwb__
+
+if __pynwb__:  # pragma: no cover
+    from pynwb import NWBHDF5IO
 
 
 
@@ -480,7 +485,12 @@ def save_nwb(self, outpath, nwbfile=None, with_trialdefinition=True, is_raw=True
         before calling this function if you want to export a subset only.
 
         The Syncopy NWB reader only supports the NWB raw data format.
+
+        This function requires the optional 'pynwb' dependency to be installed.
         """
+        if not __pynwb__:
+            raise SPYError("NWB support is not available. Please install the 'pynwb' package.")
+
         nwbfile = _analog_timelocked_to_nwbfile(self, nwbfile=nwbfile, with_trialdefinition=with_trialdefinition, is_raw=is_raw)
         # Write the file to disk.
         with NWBHDF5IO(outpath, "w") as io:
@@ -900,7 +910,12 @@ def save_nwb(self, outpath, with_trialdefinition=True, is_raw=True):
         open it using pynwb before using it with the target software.
 
         Selections are ignored, the full data is exported. Create a new Syncopy data object before calling this function if you want to export a subset only.
+
+        This function requires the optional 'pynwb' dependency to be installed.
         """
+        if not __pynwb__:
+            raise SPYError("NWB support is not available. Please install the 'pynwb' package.")
+
         nwbfile = _analog_timelocked_to_nwbfile(self, nwbfile=None, with_trialdefinition=with_trialdefinition, is_raw=is_raw)
         # Write the file to disk.
         with NWBHDF5IO(outpath, "w") as io:
diff --git a/syncopy/datatype/discrete_data.py b/syncopy/datatype/discrete_data.py
index 4a445fc7..619db4c9 100644
--- a/syncopy/datatype/discrete_data.py
+++ b/syncopy/datatype/discrete_data.py
@@ -18,7 +18,11 @@
 from syncopy.plotting import spike_plotting
 
 from syncopy.io.nwb import _spikedata_to_nwbfile
-from pynwb import NWBHDF5IO
+
+from syncopy import __pynwb__
+
+if __pynwb__:  # pragma: no cover
+    from pynwb import NWBHDF5IO
 
 
 __all__ = ["SpikeData", "EventData"]
@@ -631,11 +635,14 @@ def save_nwb(self, outpath, with_trialdefinition=True):
 
         Selections are ignored, the full data is exported. Create a new Syncopy data object before calling this function if you want to export a subset only.
         """
+        if not __pynwb__:
+            raise SPYError("NWB support is not available. Please install the 'pynwb' package.")
+
         nwbfile = _spikedata_to_nwbfile(self, nwbfile=None, with_trialdefinition=with_trialdefinition)
         # Write the file to disk.
         with NWBHDF5IO(outpath, "w") as io:
             io.write(nwbfile)
-            
+
     # implement plotting
     def singlepanelplot(self, **show_kwargs):
 
diff --git a/syncopy/io/load_nwb.py b/syncopy/io/load_nwb.py
index 7447010c..eedf2e6c 100644
--- a/syncopy/io/load_nwb.py
+++ b/syncopy/io/load_nwb.py
@@ -10,17 +10,20 @@
 import subprocess
 import numpy as np
 from tqdm import tqdm
-import pynwb
 
 # Local imports
 from syncopy.datatype.continuous_data import AnalogData
 from syncopy.datatype.discrete_data import EventData, SpikeData
 from syncopy.shared.errors import SPYError, SPYTypeError, SPYValueError, SPYWarning, SPYInfo
 from syncopy.shared.parsers import io_parser, scalar_parser, filename_parser
+from syncopy import __pynwb__
 
 __all__ = ["load_nwb"]
 
 
+if __pynwb__:
+    import pynwb
+
 def _is_valid_nwb_file(filename):
     try:
         this_python = os.path.join(os.path.dirname(sys.executable), 'python')
@@ -58,6 +61,8 @@ def load_nwb(filename, memuse=3000, container=None, validate=False, default_spik
         objects are returned as a dictionary whose keys are the base-names
         (sans path) of the corresponding files.
     """
+    if not __pynwb__:
+        raise SPYError("NWB support is not available. Please install the 'pynwb' package.")
 
     # Check if file exists
     nwbPath, nwbBaseName = io_parser(filename, varname="filename", isfile=True, exists=True)
diff --git a/syncopy/io/nwb.py b/syncopy/io/nwb.py
index 07950c94..5f20d925 100644
--- a/syncopy/io/nwb.py
+++ b/syncopy/io/nwb.py
@@ -20,9 +20,15 @@
 import pytz
 import os
 import shutil
-from pynwb import NWBFile
-from pynwb.ecephys import LFP, ElectricalSeries
-from pynwb.core import DynamicTableRegion
+
+from syncopy import __pynwb__
+
+
+if __pynwb__:
+    import pynwb
+    from pynwb import NWBFile
+    from pynwb.ecephys import LFP, ElectricalSeries
+    from pynwb.core import DynamicTableRegion
 
 # Local imports
 
diff --git a/syncopy/tests/test_spyio.py b/syncopy/tests/test_spyio.py
index 92a54218..55622843 100644
--- a/syncopy/tests/test_spyio.py
+++ b/syncopy/tests/test_spyio.py
@@ -31,6 +31,10 @@
 from syncopy.synthdata.analog import white_noise
 from syncopy.synthdata.spikes import poisson_noise
 from syncopy.io.load_nwb import _is_valid_nwb_file
+from syncopy import __pynwb__
+
+skip_no_pynwb = pytest.mark.skipif(not __pynwb__, reason=f"This test requires the 'pynwb' package to be installed.")
+
 
 # Decorator to detect if test data dir is available
 on_esi = os.path.isdir('/cs/slurm/syncopy')
@@ -587,6 +591,7 @@ class TestNWBImporter:
             nwb_filename = nwbfile
             break
 
+    @skip_no_pynwb
     def test_load_nwb_analog(self):
         """Test loading of an NWB file containing acquistion data into a Syncopy AnalogData object."""
 
@@ -632,6 +637,7 @@ class TestNWBExporter():
 
     do_validate_NWB = True
 
+    @skip_no_pynwb
     def test_save_nwb_analog_no_trialdef(self):
         """Test saving to NWB file and re-reading data for AnalogData, without trial definition."""
 
@@ -658,6 +664,7 @@ def test_save_nwb_analog_no_trialdef(self):
             assert all(adata_reread.channel == adata.channel) # Check that channel names are saved and re-read correctly.
             assert np.allclose(adata.data, adata_reread.data)
 
+    @skip_no_pynwb
     def test_save_nwb_analog_with_trialdef(self):
         """Test saving to NWB file and re-reading data for AnalogData with a trial definition."""
 
@@ -686,6 +693,7 @@ def test_save_nwb_analog_with_trialdef(self):
             assert all(adata_reread.channel == adata.channel) # Check that channel names are saved and re-read correctly.
             assert np.allclose(adata.data, adata_reread.data)
 
+    @skip_no_pynwb
     def test_save_nwb_analog_with_trialdef_as_LFP(self):
         """Test saving to NWB file and re-reading data for AnalogData with a trial definition. Saves as LFP, as opposed to raw data."""
 
@@ -714,6 +722,7 @@ def test_save_nwb_analog_with_trialdef_as_LFP(self):
             assert all(adata_reread.channel == adata.channel) # Check that channel names are saved and re-read correctly.
             assert np.allclose(adata.data, adata_reread.data)
 
+    @skip_no_pynwb
     def test_save_nwb_analog_2(self):
         """Test saving to NWB file and re-reading data for 2x AnalogData."""
 
@@ -746,7 +755,7 @@ def test_save_nwb_analog_2(self):
             assert np.allclose(adata.data, adata_reread.data)
             assert np.allclose(adata2.data, adata2_reread.data)
 
-
+    @skip_no_pynwb
     def test_save_nwb_timelock_with_trialdef(self):
         """Test saving to NWB file and re-reading data for TimeLockData with a trial definition.
         Currently, when the file is bering re-read, it results in an AnalogData object, not a TimeLockData object.
@@ -784,7 +793,7 @@ def test_save_nwb_timelock_with_trialdef(self):
             assert all(adata_reread.channel == adata.channel) # Check that channel names are saved and re-read correctly.
             assert np.allclose(adata.data, adata_reread.data)
 
-
+    @skip_no_pynwb
     def test_save_nwb_spikedata(self):
         """Test exporting SpikeData to NWB format.
 
@@ -826,6 +835,7 @@ def test_save_nwb_spikedata(self):
             assert np.allclose(spdata.data[:, 0], spdata_reread.data[:, 0])
 
     @skip_no_pynapple
+    @skip_no_pynwb
     def test_load_exported_nwb_spikes_pynapple(self, plot_spikes=True):
         """Test loading exported SpikeData in pynapple.