diff --git a/.github/workflows/unittests.yml b/.github/workflows/unittests.yml
index 0fa3f4e7..1e561a64 100644
--- a/.github/workflows/unittests.yml
+++ b/.github/workflows/unittests.yml
@@ -6,7 +6,7 @@ jobs:
   test:
     strategy:
       matrix:
-        python-version: ["3.8", "3.9", "3.10", "3.11"]
+        python-version: ["3.9", "3.10", "3.11", "3.12"]
       fail-fast: false
 
     uses: N3PDF/workflows/.github/workflows/python-poetry-tests.yml@v2
diff --git a/poetry.lock b/poetry.lock
index f1d73330..3eba42aa 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,39 +1,39 @@
-# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand.
 
 [[package]]
 name = "adani"
-version = "0.14.1"
+version = "0.14.3"
 description = "Code computing approximate DIS N3LO coefficients"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "adani-0.14.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:843cf105e0277feadbb8699c0c2137f31cca726dd88eb7c8c9657d40a5b8af1c"},
-    {file = "adani-0.14.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d3db311cc742de1f52ae723e8198991385a6f2b3123b391d8be94f4f2d649f2d"},
-    {file = "adani-0.14.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3e0779cc0fedcc42535f48e9329337bdbd239e8faed8e1a7469be7ae7d022801"},
-    {file = "adani-0.14.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:e61080eb68f85d1b6efc7a3c09276a4949d89190b508b39424f8edd6400864bd"},
-    {file = "adani-0.14.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:21a52bff5c6f0a190c2ad3ab3a36433d9843aa0226820a8c930c06ed8ab6d20c"},
-    {file = "adani-0.14.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6afa2be08547d92fb19a048e0b752753e32c9f1b38f289e8bc3727e72903001c"},
-    {file = "adani-0.14.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:0cde7e134110ae7ce2c8884733ff1ac0dcbba790ba5dbae8893ff19111de0286"},
-    {file = "adani-0.14.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:5e4cbd8663ecc548c6d71da9e2b061bc2c3230ba8510f82001c60b5657b3bf36"},
-    {file = "adani-0.14.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:50e656f3d6b561f07f3daf35391b4355bfb7a08f4f7c0f6a38c3ce10a6be95d2"},
-    {file = "adani-0.14.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:1e6e20b33050dae91c724af1d2852c7dc5b9a092529e9dc9eeef91e02c2fc4a2"},
-    {file = "adani-0.14.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:28b64c886aaa1fa91820d8d8b1750adbc8b70295f1b0ae99b9d742323c525d50"},
-    {file = "adani-0.14.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ddc173c247b7c8d8e734070090a6fd2801955e38ed6716815af474f835ce4276"},
-    {file = "adani-0.14.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:b1c7fb5adce3f870ffeef551cd2e4cf25e868dabcee7156dd8b0fe7fc19f9a8f"},
-    {file = "adani-0.14.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:e76c7dff6054953e5b1845c5389dc987b73eebac9b4111f1e99deafd6c542c20"},
-    {file = "adani-0.14.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aaa5945bf2a69c91308a263916a31ee82c75148e8226a43dfcc219b49a11f08b"},
-    {file = "adani-0.14.1.tar.gz", hash = "sha256:12a6d63f925dfd9188a17f5cd3f4b51fd6b98aec4e97e6102d2ee0e972bfa4ad"},
+    {file = "adani-0.14.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:803a42abece0d092f434f1d52f35871d4585e202a0980db6c1a6b893c8be62d6"},
+    {file = "adani-0.14.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:62673df722f25c8725c2bf44436a3dea846905ac704adbd2a164dfd099c6d90f"},
+    {file = "adani-0.14.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fc133cc6017e6e9286a8b4067c91efe3d2e7010810ecaf8b1311ef79e9b71864"},
+    {file = "adani-0.14.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:ffa09891e210c373a5e912876c21cbf6c1309cc61be07c15a26f999006c20799"},
+    {file = "adani-0.14.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:cdceabedb17d3605598a55f993a5abd45f1380b99afa1c1577bd3678d5be9fd1"},
+    {file = "adani-0.14.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b0514601b97b391c8ab4c7d6e521d3afb5e40a74f5699a282d0528521b178f82"},
+    {file = "adani-0.14.3-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:3179ba952b99d4e4cacdf952780ca5bfc506d1d9df0e1a5099db8933654953a7"},
+    {file = "adani-0.14.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:5846a96c71b8fc404cbef02d52e5fb971255539f5cc22df7225fd37badc73b6c"},
+    {file = "adani-0.14.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:660fd52b4f85e63e1e1bdd893a2848f4019e8d3e87a09845dc5c17f692c4afc8"},
+    {file = "adani-0.14.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:51c08841821b708cd3cd5a0f9421011f82dca527bfcbe6a07776b3639c8d8128"},
+    {file = "adani-0.14.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:804c28dc0665c167d51706fc4224d110aeadf06ff02768cb361dc7a171e3d2c8"},
+    {file = "adani-0.14.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6bd304436dcdc95b878ce855c2a2babfb08a578fa1824922528f4452eb574762"},
+    {file = "adani-0.14.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:215008b4b26b4d05bdecd0a17cc42777f83071d03a3f3b23b8dceec68a843498"},
+    {file = "adani-0.14.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:304572434b0c8f92a411c20a2434923eed43b9531b8b1f477e3f947aa61208ee"},
+    {file = "adani-0.14.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1eedfbccf1eee2e78b0330c53c336c80ea9f3ed73595e40639774628c075ce38"},
+    {file = "adani-0.14.3.tar.gz", hash = "sha256:9f6a72b04e3239c793e543dac4b47165621dde80ea9b7ec860e54d29a68d3754"},
 ]
 
 [[package]]
 name = "alabaster"
-version = "0.7.13"
-description = "A configurable sidebar-enabled Sphinx theme"
+version = "0.7.16"
+description = "A light, configurable Sphinx theme"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.9"
 files = [
-    {file = "alabaster-0.7.13-py3-none-any.whl", hash = "sha256:1ee19aca801bbabb5ba3f5f258e4422dfa86f82f3e9cefb0859b283cdd7f62a3"},
-    {file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"},
+    {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
+    {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
 ]
 
 [[package]]
@@ -49,33 +49,28 @@ files = [
 
 [[package]]
 name = "appnope"
-version = "0.1.3"
+version = "0.1.4"
 description = "Disable App Nap on macOS >= 10.9"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 files = [
-    {file = "appnope-0.1.3-py2.py3-none-any.whl", hash = "sha256:265a455292d0bd8a72453494fa24df5a11eb18373a60c7c0430889f22548605e"},
-    {file = "appnope-0.1.3.tar.gz", hash = "sha256:02bd91c4de869fbb1e1c50aafc4098827a7a54ab2f39d9dcba6c9547ed920e24"},
+    {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
+    {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
 ]
 
 [[package]]
 name = "astroid"
-version = "2.15.8"
+version = "3.1.0"
 description = "An abstract syntax tree for Python with inference support."
 optional = false
-python-versions = ">=3.7.2"
+python-versions = ">=3.8.0"
 files = [
-    {file = "astroid-2.15.8-py3-none-any.whl", hash = "sha256:1aa149fc5c6589e3d0ece885b4491acd80af4f087baafa3fb5203b113e68cd3c"},
-    {file = "astroid-2.15.8.tar.gz", hash = "sha256:6c107453dffee9055899705de3c9ead36e74119cee151e5a9aaf7f0b0e020a6a"},
+    {file = "astroid-3.1.0-py3-none-any.whl", hash = "sha256:951798f922990137ac090c53af473db7ab4e70c770e6d7fae0cec59f74411819"},
+    {file = "astroid-3.1.0.tar.gz", hash = "sha256:ac248253bfa4bd924a0de213707e7ebeeb3138abeb48d798784ead1e56d419d4"},
 ]
 
 [package.dependencies]
-lazy-object-proxy = ">=1.4.0"
 typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
-wrapt = [
-    {version = ">=1.11,<2", markers = "python_version < \"3.11\""},
-    {version = ">=1.14,<2", markers = "python_version >= \"3.11\""},
-]
 
 [[package]]
 name = "asttokens"
@@ -141,32 +136,18 @@ files = [
     {file = "Babel-2.14.0.tar.gz", hash = "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363"},
 ]
 
-[package.dependencies]
-pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""}
-
 [package.extras]
 dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 
-[[package]]
-name = "backcall"
-version = "0.2.0"
-description = "Specifications for callback functions passed in to an API"
-optional = false
-python-versions = "*"
-files = [
-    {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
-    {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
-]
-
 [[package]]
 name = "banana-hep"
-version = "0.6.12"
+version = "0.6.13"
 description = "Benchmark QCD physics"
 optional = true
-python-versions = ">=3.8.0,<3.12"
+python-versions = ">=3.9.0,<3.13"
 files = [
-    {file = "banana_hep-0.6.12-py3-none-any.whl", hash = "sha256:3cb065926a774689f6dee606dde0453e4e856dc1372c99e12f6b54aca26c41dd"},
-    {file = "banana_hep-0.6.12.tar.gz", hash = "sha256:0cf4a78f5affa5e1afe138ae6c9df5414deb9785901b585fcbdf6bbf531a1b9b"},
+    {file = "banana_hep-0.6.13-py3-none-any.whl", hash = "sha256:a8348d6dff7c4d24b91ce9a69fdd71c262bb84ea8385a8571a5d91538d30bb69"},
+    {file = "banana_hep-0.6.13.tar.gz", hash = "sha256:b889fac6e2fafa5015b54a044ab3318003aa868a1f70e4f1312ef2151f720ac6"},
 ]
 
 [package.dependencies]
@@ -174,9 +155,9 @@ appdirs = ">=1.4.4,<2.0.0"
 click = ">=8.0.3,<9.0.0"
 ipython = ">=8.1.0,<9.0.0"
 matplotlib = ">=3.5.1,<4.0.0"
-numpy = ">=1.21.0,<2.0.0"
-pandas = ">=1.3.5,<2.0.0"
-pendulum = ">=2.1.2,<3.0.0"
+numpy = ">=1.26.0,<2.0.0"
+pandas = ">=2.1.4,<3.0.0"
+pendulum = ">=3.0.0,<4.0.0"
 PyYAML = ">=6.0,<7.0"
 rich = ">=12.4.4,<13.0.0"
 SQLAlchemy = ">=1.4.29,<2.0.0"
@@ -222,13 +203,13 @@ css = ["tinycss2 (>=1.1.0,<1.3)"]
 
 [[package]]
 name = "certifi"
-version = "2023.11.17"
+version = "2024.2.2"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"},
-    {file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"},
+    {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
+    {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
 ]
 
 [[package]]
@@ -421,13 +402,13 @@ files = [
 
 [[package]]
 name = "comm"
-version = "0.2.1"
+version = "0.2.2"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "comm-0.2.1-py3-none-any.whl", hash = "sha256:87928485c0dfc0e7976fd89fc1e187023cf587e7c353e4a9b417555b44adf021"},
-    {file = "comm-0.2.1.tar.gz", hash = "sha256:0bc91edae1344d39d3661dcbc36937181fdaddb304790458f8b044dbc064b89a"},
+    {file = "comm-0.2.2-py3-none-any.whl", hash = "sha256:e6fb86cb70ff661ee8c9c14e7d36d6de3b4066f1441be4063df9c5009f0a64d3"},
+    {file = "comm-0.2.2.tar.gz", hash = "sha256:3fd7a84065306e07bea1773df6eb8282de51ba82f77c72f9c85716ab11fe980e"},
 ]
 
 [package.dependencies]
@@ -452,134 +433,126 @@ test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
 
 [[package]]
 name = "contourpy"
-version = "1.1.1"
+version = "1.2.0"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 optional = true
-python-versions = ">=3.8"
-files = [
-    {file = "contourpy-1.1.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:46e24f5412c948d81736509377e255f6040e94216bf1a9b5ea1eaa9d29f6ec1b"},
-    {file = "contourpy-1.1.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0e48694d6a9c5a26ee85b10130c77a011a4fedf50a7279fa0bdaf44bafb4299d"},
-    {file = "contourpy-1.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a66045af6cf00e19d02191ab578a50cb93b2028c3eefed999793698e9ea768ae"},
-    {file = "contourpy-1.1.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4ebf42695f75ee1a952f98ce9775c873e4971732a87334b099dde90b6af6a916"},
-    {file = "contourpy-1.1.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f6aec19457617ef468ff091669cca01fa7ea557b12b59a7908b9474bb9674cf0"},
-    {file = "contourpy-1.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:462c59914dc6d81e0b11f37e560b8a7c2dbab6aca4f38be31519d442d6cde1a1"},
-    {file = "contourpy-1.1.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:6d0a8efc258659edc5299f9ef32d8d81de8b53b45d67bf4bfa3067f31366764d"},
-    {file = "contourpy-1.1.1-cp310-cp310-win32.whl", hash = "sha256:d6ab42f223e58b7dac1bb0af32194a7b9311065583cc75ff59dcf301afd8a431"},
-    {file = "contourpy-1.1.1-cp310-cp310-win_amd64.whl", hash = "sha256:549174b0713d49871c6dee90a4b499d3f12f5e5f69641cd23c50a4542e2ca1eb"},
-    {file = "contourpy-1.1.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:407d864db716a067cc696d61fa1ef6637fedf03606e8417fe2aeed20a061e6b2"},
-    {file = "contourpy-1.1.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:dfe80c017973e6a4c367e037cb31601044dd55e6bfacd57370674867d15a899b"},
-    {file = "contourpy-1.1.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e30aaf2b8a2bac57eb7e1650df1b3a4130e8d0c66fc2f861039d507a11760e1b"},
-    {file = "contourpy-1.1.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3de23ca4f381c3770dee6d10ead6fff524d540c0f662e763ad1530bde5112532"},
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-    {file = "contourpy-1.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b04c2f0adaf255bf756cf08ebef1be132d3c7a06fe6f9877d55640c5e60c72c5"},
-    {file = "contourpy-1.1.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:d0c188ae66b772d9d61d43c6030500344c13e3f73a00d1dc241da896f379bb62"},
-    {file = "contourpy-1.1.1-cp311-cp311-win32.whl", hash = "sha256:0683e1ae20dc038075d92e0e0148f09ffcefab120e57f6b4c9c0f477ec171f33"},
-    {file = "contourpy-1.1.1-cp311-cp311-win_amd64.whl", hash = "sha256:8636cd2fc5da0fb102a2504fa2c4bea3cbc149533b345d72cdf0e7a924decc45"},
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 [package.dependencies]
@@ -605,29 +578,33 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
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 [[package]]
@@ -654,17 +631,18 @@ files = [
 
 [[package]]
 name = "dill"
-version = "0.3.7"
+version = "0.3.8"
 description = "serialize all of Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 ]
 
 [package.extras]
 graph = ["objgraph (>=1.7.2)"]
+profile = ["gprof2dot (>=2022.7.29)"]
 
 [[package]]
 name = "docutils"
@@ -679,25 +657,25 @@ files = [
 
 [[package]]
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+version = "0.14.2"
 description = "Evolution Kernel Operators"
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 [package.dependencies]
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-numba = ">=0.57.0,<0.58.0"
+numba = ">=0.59.0,<0.60.0"
 numpy = ">=1.24,<2.0"
 PyYAML = ">=6.0,<7.0"
 scipy = ">=1.10.1,<2.0.0"
 
 [package.extras]
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 [[package]]
 name = "exceptiongroup"
@@ -758,60 +736,60 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "fonttools"
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+version = "4.50.0"
 description = "Tools to manipulate font files"
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 python-versions = ">=3.8"
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 graphite = ["lz4 (>=1.7.4.2)"]
 interpolatable = ["munkres", "pycairo", "scipy"]
-lxml = ["lxml (>=4.0,<5)"]
+lxml = ["lxml (>=4.0)"]
 pathops = ["skia-pathops (>=0.5.0)"]
 plot = ["matplotlib"]
 repacker = ["uharfbuzz (>=0.23.0)"]
@@ -894,13 +872,13 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "hypothesis"
-version = "6.96.1"
+version = "6.99.11"
 description = "A library for property-based testing"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -909,9 +887,10 @@ exceptiongroup = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 sortedcontainers = ">=2.1.0,<3.0.0"
 
 [package.extras]
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+all = ["backports.zoneinfo (>=0.2.1)", "black (>=19.10b0)", "click (>=7.0)", "crosshair-tool (>=0.0.51)", "django (>=3.2)", "dpcontracts (>=0.4)", "hypothesis-crosshair (>=0.0.2)", "lark (>=0.10.1)", "libcst (>=0.3.16)", "numpy (>=1.17.3)", "pandas (>=1.1)", "pytest (>=4.6)", "python-dateutil (>=1.4)", "pytz (>=2014.1)", "redis (>=3.0.0)", "rich (>=9.0.0)", "tzdata (>=2024.1)"]
 cli = ["black (>=19.10b0)", "click (>=7.0)", "rich (>=9.0.0)"]
 codemods = ["libcst (>=0.3.16)"]
+crosshair = ["crosshair-tool (>=0.0.51)", "hypothesis-crosshair (>=0.0.2)"]
 dateutil = ["python-dateutil (>=1.4)"]
 django = ["django (>=3.2)"]
 dpcontracts = ["dpcontracts (>=0.4)"]
@@ -922,7 +901,7 @@ pandas = ["pandas (>=1.1)"]
 pytest = ["pytest (>=4.6)"]
 pytz = ["pytz (>=2014.1)"]
 redis = ["redis (>=3.0.0)"]
-zoneinfo = ["backports.zoneinfo (>=0.2.1)", "tzdata (>=2023.4)"]
+zoneinfo = ["backports.zoneinfo (>=0.2.1)", "tzdata (>=2024.1)"]
 
 [[package]]
 name = "idna"
@@ -948,32 +927,32 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "7.0.1"
+version = "7.1.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 zipp = ">=0.5"
 
 [package.extras]
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+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
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+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "importlib-resources"
-version = "6.1.1"
+version = "6.4.0"
 description = "Read resources from Python packages"
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -981,7 +960,7 @@ zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff", "zipp (>=3.17)"]
+testing = ["jaraco.test (>=5.4)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
 
 [[package]]
 name = "iniconfig"
@@ -996,13 +975,13 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.29.0"
+version = "6.29.3"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "ipykernel-6.29.3-py3-none-any.whl", hash = "sha256:5aa086a4175b0229d4eca211e181fb473ea78ffd9869af36ba7694c947302a21"},
+    {file = "ipykernel-6.29.3.tar.gz", hash = "sha256:e14c250d1f9ea3989490225cc1a542781b095a18a19447fcf2b5eaf7d0ac5bd2"},
 ]
 
 [package.dependencies]
@@ -1025,46 +1004,44 @@ cov = ["coverage[toml]", "curio", "matplotlib", "pytest-cov", "trio"]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "trio"]
 pyqt5 = ["pyqt5"]
 pyside6 = ["pyside6"]
-test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (==0.23.2)", "pytest-cov", "pytest-timeout"]
+test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.23.5)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "ipython"
-version = "8.12.3"
+version = "8.18.1"
 description = "IPython: Productive Interactive Computing"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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+    {file = "ipython-8.18.1-py3-none-any.whl", hash = "sha256:e8267419d72d81955ec1177f8a29aaa90ac80ad647499201119e2f05e99aa397"},
+    {file = "ipython-8.18.1.tar.gz", hash = "sha256:ca6f079bb33457c66e233e4580ebfc4128855b4cf6370dddd73842a9563e8a27"},
 ]
 
 [package.dependencies]
-appnope = {version = "*", markers = "sys_platform == \"darwin\""}
-backcall = "*"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 decorator = "*"
+exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 jedi = ">=0.16"
 matplotlib-inline = "*"
 pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
-pickleshare = "*"
-prompt-toolkit = ">=3.0.30,<3.0.37 || >3.0.37,<3.1.0"
+prompt-toolkit = ">=3.0.41,<3.1.0"
 pygments = ">=2.4.0"
 stack-data = "*"
 traitlets = ">=5"
 typing-extensions = {version = "*", markers = "python_version < \"3.10\""}
 
 [package.extras]
-all = ["black", "curio", "docrepr", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.21)", "pandas", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
+all = ["black", "curio", "docrepr", "exceptiongroup", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.22)", "pandas", "pickleshare", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio (<0.22)", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
 black = ["black"]
-doc = ["docrepr", "ipykernel", "matplotlib", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
+doc = ["docrepr", "exceptiongroup", "ipykernel", "matplotlib", "pickleshare", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio (<0.22)", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
 kernel = ["ipykernel"]
 nbconvert = ["nbconvert"]
 nbformat = ["nbformat"]
 notebook = ["ipywidgets", "notebook"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
-test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
-test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
+test = ["pickleshare", "pytest (<7.1)", "pytest-asyncio (<0.22)", "testpath"]
+test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.22)", "pandas", "pickleshare", "pytest (<7.1)", "pytest-asyncio (<0.22)", "testpath", "trio"]
 
 [[package]]
 name = "isort"
@@ -1118,20 +1095,18 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "jsonschema"
-version = "4.21.0"
+version = "4.21.1"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "jsonschema-4.21.1.tar.gz", hash = "sha256:85727c00279f5fa6bedbe6238d2aa6403bedd8b4864ab11207d07df3cc1b2ee5"},
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 [package.dependencies]
 attrs = ">=22.2.0"
-importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
 jsonschema-specifications = ">=2023.03.6"
-pkgutil-resolve-name = {version = ">=1.3.10", markers = "python_version < \"3.9\""}
 referencing = ">=0.28.4"
 rpds-py = ">=0.7.1"
 
@@ -1151,18 +1126,17 @@ files = [
 ]
 
 [package.dependencies]
-importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
 referencing = ">=0.31.0"
 
 [[package]]
 name = "jupyter-client"
-version = "8.6.0"
+version = "8.6.1"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1179,13 +1153,13 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pyt
 
 [[package]]
 name = "jupyter-core"
-version = "5.7.1"
+version = "5.7.2"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1195,7 +1169,7 @@ traitlets = ">=5.3"
 
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-test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
+test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "jupyterlab-pygments"
@@ -1323,62 +1297,13 @@ files = [
 
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-version = "2.0.1"
+version = "3.0.0"
 description = "A lexer and codec to work with LaTeX code in Python."
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-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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-six = ">=1.4.1"
-
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-version = "1.10.0"
-description = "A fast and thorough lazy object proxy."
-optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
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 ]
 
 [[package]]
@@ -1398,35 +1323,32 @@ scipy = "*"
 
 [[package]]
 name = "llvmlite"
-version = "0.40.1"
+version = "0.42.0"
 description = "lightweight wrapper around basic LLVM functionality"
 optional = false
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 [[package]]
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@@ -1599,10 +1512,10 @@ contourpy = ">=1.0.1"
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 fonttools = ">=4.22.0"
 importlib-resources = {version = ">=3.2.0", markers = "python_version < \"3.10\""}
-kiwisolver = ">=1.0.1"
-numpy = ">=1.20,<2"
+kiwisolver = ">=1.3.1"
+numpy = ">=1.21,<2"
 packaging = ">=20.0"
-pillow = ">=6.2.0"
+pillow = ">=8"
 pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
 
@@ -1644,13 +1557,13 @@ files = [
 
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 name = "nbclient"
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+version = "0.10.0"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
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 python-versions = ">=3.8.0"
 files = [
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@@ -1662,17 +1575,17 @@ traitlets = ">=5.4"
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-description = "Converting Jupyter Notebooks"
+version = "7.16.3"
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@@ -1699,18 +1612,18 @@ docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sp
 qtpdf = ["nbconvert[qtpng]"]
 qtpng = ["pyqtwebengine (>=5.15)"]
 serve = ["tornado (>=6.1)"]
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+test = ["flaky", "ipykernel", "ipywidgets (>=7.5)", "pytest (>=7)"]
 webpdf = ["playwright"]
 
 [[package]]
 name = "nbformat"
-version = "5.9.2"
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 description = "The Jupyter Notebook format"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
-python-dateutil = ">=2.6,<3.0"
-pytzdata = ">=2020.1"
+python-dateutil = ">=2.6"
+tzdata = ">=2020.1"
+
+[package.extras]
+test = ["time-machine (>=2.6.0)"]
 
 [[package]]
 name = "pexpect"
@@ -1981,22 +1988,11 @@ files = [
 [package.dependencies]
 ptyprocess = ">=0.5"
 
-[[package]]
-name = "pickleshare"
-version = "0.7.5"
-description = "Tiny 'shelve'-like database with concurrency support"
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-python-versions = "*"
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-]
-
 [[package]]
 name = "pillow"
 version = "10.2.0"
 description = "Python Imaging Library (Fork)"
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
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@@ -2079,35 +2075,49 @@ xmp = ["defusedxml"]
 
 [[package]]
 name = "pineappl"
-version = "0.6.3"
+version = "0.7.3"
 description = "Python bindings to PineAPPL"
 optional = true
 python-versions = ">=3.7"
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 [package.dependencies]
@@ -2117,41 +2127,30 @@ numpy = ">=1.16.0,<2.0.0"
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 test = ["pytest", "pytest-cov"]
 
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 python-versions = ">=3.8"
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 [package.extras]
@@ -2174,27 +2173,27 @@ wcwidth = "*"
 
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 [package.extras]
@@ -2287,23 +2286,24 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pylint"
-version = "2.17.7"
+version = "3.1.0"
 description = "python code static checker"
 optional = false
-python-versions = ">=3.7.2"
+python-versions = ">=3.8.0"
 files = [
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-    {version = ">=0.3.6", markers = "python_version >= \"3.11\""},
+    {version = ">=0.3.7", markers = "python_version >= \"3.12\""},
+    {version = ">=0.3.6", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
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-isort = ">=4.2.5,<6"
+isort = ">=4.2.5,<5.13.0 || >5.13.0,<6"
 mccabe = ">=0.6,<0.8"
 platformdirs = ">=2.2.0"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
@@ -2316,13 +2316,13 @@ testutils = ["gitpython (>3)"]
 
 [[package]]
 name = "pyparsing"
-version = "3.1.1"
+version = "3.1.2"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 optional = true
 python-versions = ">=3.6.8"
 files = [
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 [package.extras]
@@ -2403,13 +2403,13 @@ pytest = ">=2.6.0"
 
 [[package]]
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+version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
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 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
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 [package.dependencies]
@@ -2417,24 +2417,13 @@ six = ">=1.5"
 
 [[package]]
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+version = "2024.1"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
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 [[package]]
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 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<8.0.0)"]
 
 [[package]]
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+version = "0.18.0"
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 python-versions = ">=3.8"
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 [[package]]
 name = "six"
@@ -2937,17 +2922,18 @@ dev = ["bump2version", "sphinxcontrib-httpdomain", "transifex-client"]
 
 [[package]]
 name = "sphinxcontrib-applehelp"
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 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 optional = false
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 [package.extras]
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 test = ["pytest"]
 
 [[package]]
@@ -2987,32 +2973,34 @@ test = ["flake8", "flake8-import-order", "mypy", "pytest", "tox"]
 
 [[package]]
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 [package.extras]
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 [package.extras]
 lint = ["docutils-stubs", "flake8", "mypy"]
+standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
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+description = "Provider of IANA time zone data"
+optional = false
+python-versions = ">=2"
+files = [
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 name = "urllib3"
-version = "2.1.0"
+version = "2.2.1"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
 brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
@@ -3298,99 +3300,20 @@ attrs = "*"
 [package.extras]
 test = ["pytest"]
 
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-]
-
 [[package]]
 name = "zipp"
-version = "3.17.0"
+version = "3.18.1"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
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+    {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
+    {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [extras]
 box = ["pineappl"]
@@ -3398,5 +3321,5 @@ mark = ["banana-hep", "sqlalchemy"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.8,<3.12"
-content-hash = "bcc0109269c0c850ddc515f83d30306c384d606adaf219f33e1cbaeb1ae68fa5"
+python-versions = ">=3.9,<3.13"
+content-hash = "b47ce7a0a303d977a944c04c2114f4ae96282ba8518c1cd3e27d78d4c6441b16"
diff --git a/pyproject.toml b/pyproject.toml
index e8d7ac50..95587c44 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [build-system]
-requires = ["poetry-core>=1.0.0", "poetry-dynamic-versioning"]
-build-backend = "poetry.core.masonry.api"
+requires = ["poetry-core>=1.0.0", "poetry-dynamic-versioning>=1.1.0"]
+build-backend = "poetry_dynamic_versioning.backend"
 
 [tool.poetry]
 name = "yadism"
@@ -36,19 +36,19 @@ packages = [
 "Changelog" = "https://github.com/N3PDF/yadism/releases"
 
 [tool.poetry.dependencies]
-python = ">=3.8,<3.12"
+python = ">=3.9,<3.13"
 numpy = "^1.22.0"
 scipy = "^1.10.0"
-numba = "^0.57.0"
-eko = "^0.14.0"
-pandas = "^1.3.0"
+numba = "^0.59.0"
+eko = "^0.14.2"
+pandas = "^2.1.4"
 rich = "^12.4.4"
 adani = "^0.14.1"
 LeProHQ = "^0.2.5"
 # pineappl dependency
-pineappl = { version = "^0.6.0", optional = true }
+pineappl = { version = "^0.7.0", optional = true }
 # yadmark
-banana-hep = { version = "^0.6.11", optional = true }
+banana-hep = { version = "^0.6.13", optional = true }
 sqlalchemy = { version = "^1.4.21", optional = true }
 
 [tool.poetry.group.dev.dependencies]
@@ -64,7 +64,7 @@ pytest-cov = "^4.0.0"
 pytest-env = "^0.6.2"
 hypothesis = "^6.39.3"
 asv = "^0.4.2"
-pylint = "^2.9.3"
+pylint = "^3.1.0"
 
 [tool.poetry.group.docs]
 optional = true