diff --git a/benchmarks/regression_data/LHCBWZMU8TEV.npy b/benchmarks/regression_data/LHCBWZMU8TEV.npy
index 63d980de..f6824c20 100644
Binary files a/benchmarks/regression_data/LHCBWZMU8TEV.npy and b/benchmarks/regression_data/LHCBWZMU8TEV.npy differ
diff --git a/poetry.lock b/poetry.lock
index 34e91852..a74dde3e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.3.2 and should not be changed by hand.
 
 [[package]]
 name = "alabaster"
@@ -6,6 +6,7 @@ version = "0.7.16"
 description = "A light, configurable Sphinx theme"
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
 files = [
     {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
     {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
@@ -17,6 +18,7 @@ version = "1.4.4"
 description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
 python-versions = "*"
+groups = ["test"]
 files = [
     {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"},
     {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"},
@@ -28,6 +30,7 @@ version = "3.3.11"
 description = "An abstract syntax tree for Python with inference support."
 optional = false
 python-versions = ">=3.9.0"
+groups = ["test"]
 files = [
     {file = "astroid-3.3.11-py3-none-any.whl", hash = "sha256:54c760ae8322ece1abd213057c4b5bba7c49818853fc901ef09719a60dbf9dec"},
     {file = "astroid-3.3.11.tar.gz", hash = "sha256:1e5a5011af2920c7c67a53f65d536d65bfa7116feeaf2354d8b94f29573bb0ce"},
@@ -42,6 +45,7 @@ version = "3.0.1"
 description = "Annotate AST trees with source code positions"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev", "test"]
 files = [
     {file = "asttokens-3.0.1-py3-none-any.whl", hash = "sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a"},
     {file = "asttokens-3.0.1.tar.gz", hash = "sha256:71a4ee5de0bde6a31d64f6b13f2293ac190344478f081c3d1bccfcf5eacb0cb7"},
@@ -53,27 +57,29 @@ test = ["astroid (>=2,<5)", "pytest (<9.0)", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "babel"
-version = "2.17.0"
+version = "2.18.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.8"
+groups = ["docs"]
 files = [
-    {file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"},
-    {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"},
+    {file = "babel-2.18.0-py3-none-any.whl", hash = "sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35"},
+    {file = "babel-2.18.0.tar.gz", hash = "sha256:b80b99a14bd085fcacfa15c9165f651fbb3406e66cc603abf11c5750937c992d"},
 ]
 
 [package.extras]
-dev = ["backports.zoneinfo", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata"]
+dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata ; sys_platform == \"win32\""]
 
 [[package]]
 name = "banana-hep"
-version = "0.6.16"
+version = "0.6.17"
 description = "Benchmark QCD physics"
 optional = false
 python-versions = "<4.0,>=3.9"
+groups = ["test"]
 files = [
-    {file = "banana_hep-0.6.16-py3-none-any.whl", hash = "sha256:cf809dd579f791aa5562a8ea6d274ecbcc5dad0423a253dd3b19d2512ad5b1d5"},
-    {file = "banana_hep-0.6.16.tar.gz", hash = "sha256:dc26cb644a43ba297d40d99eb321746388b91b327ebc3ed8a357a3cb669314c9"},
+    {file = "banana_hep-0.6.17-py3-none-any.whl", hash = "sha256:2a0e370ed4cd8e62923d50cd7c963ddb21cb705e1b408c051c70a001961717b0"},
+    {file = "banana_hep-0.6.17.tar.gz", hash = "sha256:aabfe4f37baf40fb3ebeed85805424d6d8de446448dd0c0e75535bd8f42086ef"},
 ]
 
 [package.dependencies]
@@ -90,146 +96,165 @@ SQLAlchemy = ">=1.4.29,<2.0.0"
 
 [[package]]
 name = "certifi"
-version = "2025.11.12"
+version = "2026.2.25"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
+groups = ["docs"]
 files = [
-    {file = "certifi-2025.11.12-py3-none-any.whl", hash = "sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b"},
-    {file = "certifi-2025.11.12.tar.gz", hash = "sha256:d8ab5478f2ecd78af242878415affce761ca6bc54a22a27e026d7c25357c3316"},
+    {file = "certifi-2026.2.25-py3-none-any.whl", hash = "sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa"},
+    {file = "certifi-2026.2.25.tar.gz", hash = "sha256:e887ab5cee78ea814d3472169153c2d12cd43b14bd03329a39a9c6e2e80bfba7"},
 ]
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.4"
+version = "3.4.7"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
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 [[package]]
 name = "click"
-version = "8.1.8"
+version = "8.3.2"
 description = "Composable command line interface toolkit"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.10"
+groups = ["main", "test"]
 files = [
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 [package.dependencies]
@@ -241,10 +266,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
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 ]
+markers = {main = "platform_system == \"Windows\"", dev = "sys_platform == \"win32\"", docs = "sys_platform == \"win32\"", test = "platform_system == \"Windows\" or sys_platform == \"win32\""}
 
 [[package]]
 name = "commonmark"
@@ -252,6 +279,7 @@ version = "0.9.1"
 description = "Python parser for the CommonMark Markdown spec"
 optional = false
 python-versions = "*"
+groups = ["main", "test"]
 files = [
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@@ -262,76 +290,70 @@ test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
 
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 [package.dependencies]
@@ -340,128 +362,224 @@ numpy = ">=1.23"
 [package.extras]
 bokeh = ["bokeh", "selenium"]
 docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
-mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.11.1)", "types-Pillow"]
+mypy = ["bokeh", "contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.15.0)", "types-Pillow"]
+test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
+test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist", "wurlitzer"]
+
+[[package]]
+name = "contourpy"
+version = "1.3.3"
+description = "Python library for calculating contours of 2D quadrilateral grids"
+optional = false
+python-versions = ">=3.11"
+groups = ["test"]
+markers = "python_version >= \"3.11\""
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 ]
 
 [package.dependencies]
 tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.11.0a6\" and extra == \"toml\""}
 
 [package.extras]
-toml = ["tomli"]
+toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
 
 [[package]]
 name = "cycler"
@@ -469,6 +587,7 @@ version = "0.12.1"
 description = "Composable style cycles"
 optional = false
 python-versions = ">=3.8"
+groups = ["test"]
 files = [
     {file = "cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30"},
     {file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"},
@@ -484,6 +603,7 @@ version = "5.2.1"
 description = "Decorators for Humans"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev", "test"]
 files = [
     {file = "decorator-5.2.1-py3-none-any.whl", hash = "sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a"},
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@@ -491,13 +611,14 @@ files = [
 
 [[package]]
 name = "dill"
-version = "0.4.0"
+version = "0.4.1"
 description = "serialize all of Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["test"]
 files = [
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-    {file = "dill-0.4.0.tar.gz", hash = "sha256:0633f1d2df477324f53a895b02c901fb961bdbf65a17122586ea7019292cbcf0"},
+    {file = "dill-0.4.1-py3-none-any.whl", hash = "sha256:1e1ce33e978ae97fcfcff5638477032b801c46c7c65cf717f95fbc2248f79a9d"},
+    {file = "dill-0.4.1.tar.gz", hash = "sha256:423092df4182177d4d8ba8290c8a5b640c66ab35ec7da59ccfa00f6fa3eea5fa"},
 ]
 
 [package.extras]
@@ -510,6 +631,7 @@ version = "0.18.1"
 description = "Docutils -- Python Documentation Utilities"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["docs"]
 files = [
     {file = "docutils-0.18.1-py2.py3-none-any.whl", hash = "sha256:23010f129180089fbcd3bc08cfefccb3b890b0050e1ca00c867036e9d161b98c"},
     {file = "docutils-0.18.1.tar.gz", hash = "sha256:679987caf361a7539d76e584cbeddc311e3aee937877c87346f31debc63e9d06"},
@@ -517,26 +639,27 @@ files = [
 
 [[package]]
 name = "eko"
-version = "0.15.1"
+version = "0.15.3"
 description = "Evolution Kernel Operators"
 optional = false
-python-versions = "<3.13,>=3.9"
+python-versions = "<3.14,>=3.10"
+groups = ["main"]
 files = [
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-    {file = "eko-0.15.1.tar.gz", hash = "sha256:65f392153e5477f39abaf33e1af6b9047e2afddd20a3d83df4ede70e99128bbd"},
+    {file = "eko-0.15.3-py3-none-any.whl", hash = "sha256:050875728ff7e965a4234fa88d9c9b19d9e3f4174fe4a61e63825334fca14e11"},
+    {file = "eko-0.15.3.tar.gz", hash = "sha256:4fb4aae6983e2b37b21298aa5555988b898d0209c3b85fb40f93903d6f5c4260"},
 ]
 
 [package.dependencies]
 lz4 = ">=4.0.2,<5.0.0"
-numba = ">=0.59.0,<0.60.0"
-numpy = ">=1.24,<2.0"
+numba = ">=0.61.0,<0.62.0"
+numpy = ">=2,<3"
 packaging = ">=24.1,<25.0"
 PyYAML = ">=6.0,<7.0"
 scipy = ">=1.10.1,<2.0.0"
 
 [package.extras]
 box = ["click (>=8.0.3,<9.0.0)", "rich (>=12.6.0,<13.0.0)"]
-mark = ["banana-hep (>=0.6.12,<0.7.0)", "matplotlib (>=3.5.1,<4.0.0)", "pandas (>=2.1.4,<3.0.0)", "sqlalchemy (>=1.4.21,<2.0.0)"]
+mark = ["banana-hep (>=0.6.16,<0.7.0)", "matplotlib (>=3.5.1,<4.0.0)", "pandas (>=2.1.4,<3.0.0)", "sqlalchemy (>=1.4.21,<2.0.0)"]
 
 [[package]]
 name = "exceptiongroup"
@@ -544,6 +667,8 @@ version = "1.3.1"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev", "test"]
+markers = "python_version == \"3.10\""
 files = [
     {file = "exceptiongroup-1.3.1-py3-none-any.whl", hash = "sha256:a7a39a3bd276781e98394987d3a5701d0c4edffb633bb7a5144577f82c773598"},
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@@ -561,13 +686,14 @@ version = "2.2.1"
 description = "Get the currently executing AST node of a frame, and other information"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev", "test"]
 files = [
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 [package.extras]
-tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich"]
+tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich ; python_version >= \"3.11\""]
 
 [[package]]
 name = "fancycompleter"
@@ -575,6 +701,7 @@ version = "0.11.1"
 description = "colorful TAB completion for Python prompt"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
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@@ -590,157 +717,145 @@ tests = ["pytest", "pytest-cov"]
 
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@@ -753,6 +868,7 @@ version = "3.11"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.8"
+groups = ["docs"]
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-
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 [package.dependencies]
@@ -845,25 +919,26 @@ decorator = "*"
 exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 jedi = ">=0.16"
 matplotlib-inline = "*"
-pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
-prompt-toolkit = ">=3.0.41,<3.1.0"
+pexpect = {version = ">4.3", markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""}
+prompt_toolkit = ">=3.0.41,<3.1.0"
 pygments = ">=2.4.0"
-stack-data = "*"
-traitlets = ">=5"
-typing-extensions = {version = "*", markers = "python_version < \"3.10\""}
+stack_data = "*"
+traitlets = ">=5.13.0"
+typing_extensions = {version = ">=4.6", markers = "python_version < \"3.12\""}
 
 [package.extras]
-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"]
+all = ["ipython[black,doc,kernel,matplotlib,nbconvert,nbformat,notebook,parallel,qtconsole]", "ipython[test,test-extra]"]
 black = ["black"]
-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"]
+doc = ["docrepr", "exceptiongroup", "intersphinx_registry", "ipykernel", "ipython[test]", "matplotlib", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinxcontrib-jquery", "tomli ; python_version < \"3.11\"", "typing_extensions"]
 kernel = ["ipykernel"]
+matplotlib = ["matplotlib"]
 nbconvert = ["nbconvert"]
 nbformat = ["nbformat"]
 notebook = ["ipywidgets", "notebook"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
-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"]
+test = ["packaging", "pickleshare", "pytest", "pytest-asyncio (<0.22)", "testpath"]
+test-extra = ["curio", "ipython[test]", "jupyter_ai", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.23)", "pandas", "trio"]
 
 [[package]]
 name = "isort"
@@ -871,14 +946,12 @@ version = "6.1.0"
 description = "A Python utility / library to sort Python imports."
 optional = false
 python-versions = ">=3.9.0"
+groups = ["test"]
 files = [
     {file = "isort-6.1.0-py3-none-any.whl", hash = "sha256:58d8927ecce74e5087aef019f778d4081a3b6c98f15a80ba35782ca8a2097784"},
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 ]
 
-[package.dependencies]
-importlib-metadata = {version = ">=4.6.0", markers = "python_version < \"3.10\""}
-
 [package.extras]
 colors = ["colorama"]
 plugins = ["setuptools"]
@@ -889,6 +962,7 @@ version = "0.19.2"
 description = "An autocompletion tool for Python that can be used for text editors."
 optional = false
 python-versions = ">=3.6"
+groups = ["dev", "test"]
 files = [
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     {file = "jedi-0.19.2.tar.gz", hash = "sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0"},
@@ -908,6 +982,7 @@ version = "3.1.6"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
+groups = ["docs"]
 files = [
     {file = "jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"},
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@@ -921,125 +996,129 @@ i18n = ["Babel (>=2.7)"]
 
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-version = "1.4.7"
+version = "1.5.0"
 description = "A fast implementation of the Cassowary constraint solver"
 optional = false
-python-versions = ">=3.8"
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@@ -1048,6 +1127,7 @@ version = "3.0.1"
 description = "A lexer and codec to work with LaTeX code in Python."
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
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@@ -1059,6 +1139,7 @@ version = "0.5"
 description = "python-only lhapdf management"
 optional = false
 python-versions = ">=3.6"
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 packaging = ">=20.0"
 pillow = ">=8"
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 python-dateutil = ">=2.7"
 
 [package.extras]
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 [[package]]
 name = "matplotlib-inline"
@@ -1342,6 +1440,7 @@ version = "0.2.1"
 description = "Inline Matplotlib backend for Jupyter"
 optional = false
 python-versions = ">=3.9"
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 optional = false
 python-versions = ">=3.6"
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 python-versions = "<4.0,>=3.9"
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 ]
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 numpy = "*"
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 [[package]]
@@ -1469,6 +1592,7 @@ version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "docs", "test"]
 files = [
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@@ -1480,6 +1604,7 @@ version = "2.3.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "test"]
 files = [
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-    {version = ">=1.23.2", markers = "python_version == \"3.11\""},
     {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
+    {version = ">=1.23.2", markers = "python_version == \"3.11\""},
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 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -1575,17 +1700,18 @@ xml = ["lxml (>=4.9.2)"]
 
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 [package.extras]
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+qa = ["flake8 (==5.0.4)", "types-setuptools (==67.2.0.1)", "zuban (==0.5.1)"]
 testing = ["docopt", "pytest"]
 
 [[package]]
@@ -1594,6 +1720,7 @@ version = "0.11.7"
 description = "pdb++, a drop-in replacement for pdb"
 optional = false
 python-versions = "*"
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 [package.dependencies]
@@ -1684,7 +1815,7 @@ python-dateutil = ">=2.6"
 tzdata = ">=2020.1"
 
 [package.extras]
-test = ["time-machine (>=2.6.0)"]
+test = ["time-machine (>=2.6.0,<3.0.0) ; implementation_name != \"pypy\""]
 
 [[package]]
 name = "pexpect"
@@ -1692,6 +1823,8 @@ version = "4.9.0"
 description = "Pexpect allows easy control of interactive console applications."
 optional = false
 python-versions = "*"
+groups = ["dev", "test"]
+markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""
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 [package.dependencies]
@@ -1878,38 +1998,37 @@ test = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "pineappl-cli"
-version = "1.3.0"
+version = "1.3.3"
 description = "Read, write, and query PineAPPL grids"
 optional = false
 python-versions = "*"
+groups = ["test"]
 files = [
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 ]
 
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 name = "platformdirs"
-version = "4.4.0"
+version = "4.9.6"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
+groups = ["test"]
 files = [
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 ]
 
-[package.extras]
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-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.4)", "pytest-cov (>=6)", "pytest-mock (>=3.14)"]
-type = ["mypy (>=1.14.1)"]
-
 [[package]]
 name = "pluggy"
 version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.9"
+groups = ["test"]
 files = [
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@@ -1925,6 +2044,7 @@ version = "3.0.52"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev", "test"]
 files = [
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@@ -1939,6 +2059,8 @@ version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
 optional = false
 python-versions = "*"
+groups = ["dev", "test"]
+markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""
 files = [
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@@ -1950,6 +2072,7 @@ version = "0.2.3"
 description = "Safely evaluate AST nodes without side effects"
 optional = false
 python-versions = "*"
+groups = ["dev", "test"]
 files = [
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@@ -1960,23 +2083,19 @@ tests = ["pytest"]
 
 [[package]]
 name = "pybtex"
-version = "0.25.1"
+version = "0.26.1"
 description = "A BibTeX-compatible bibliography processor in Python"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
+groups = ["docs"]
 files = [
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 ]
 
 [package.dependencies]
-importlib_metadata = {version = "*", markers = "python_version < \"3.10\""}
 latexcodec = ">=1.0.4"
-PyYAML = ">=3.01"
-
-[package.extras]
-doc = ["sphinx"]
-test = ["pytest"]
+pyyaml = ">=3.1"
 
 [[package]]
 name = "pybtex-docutils"
@@ -1984,6 +2103,7 @@ version = "1.0.3"
 description = "A docutils backend for pybtex."
 optional = false
 python-versions = ">=3.7"
+groups = ["docs"]
 files = [
     {file = "pybtex-docutils-1.0.3.tar.gz", hash = "sha256:3a7ebdf92b593e00e8c1c538aa9a20bca5d92d84231124715acc964d51d93c6b"},
     {file = "pybtex_docutils-1.0.3-py3-none-any.whl", hash = "sha256:8fd290d2ae48e32fcb54d86b0efb8d573198653c7e2447d5bec5847095f430b9"},
@@ -1995,13 +2115,14 @@ pybtex = ">=0.16"
 
 [[package]]
 name = "pygments"
-version = "2.19.2"
+version = "2.20.0"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main", "dev", "docs", "test"]
 files = [
-    {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
-    {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
+    {file = "pygments-2.20.0-py3-none-any.whl", hash = "sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176"},
+    {file = "pygments-2.20.0.tar.gz", hash = "sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f"},
 ]
 
 [package.extras]
@@ -2013,6 +2134,7 @@ version = "3.3.9"
 description = "python code static checker"
 optional = false
 python-versions = ">=3.9.0"
+groups = ["test"]
 files = [
     {file = "pylint-3.3.9-py3-none-any.whl", hash = "sha256:01f9b0462c7730f94786c283f3e52a1fbdf0494bbe0971a78d7277ef46a751e7"},
     {file = "pylint-3.3.9.tar.gz", hash = "sha256:d312737d7b25ccf6b01cc4ac629b5dcd14a0fcf3ec392735ac70f137a9d5f83a"},
@@ -2023,15 +2145,14 @@ astroid = ">=3.3.8,<=3.4.0.dev0"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
 dill = [
     {version = ">=0.2", markers = "python_version < \"3.11\""},
-    {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\""},
 ]
 isort = ">=4.2.5,<5.13 || >5.13,<7"
 mccabe = ">=0.6,<0.8"
 platformdirs = ">=2.2"
 tomli = {version = ">=1.1", markers = "python_version < \"3.11\""}
 tomlkit = ">=0.10.1"
-typing-extensions = {version = ">=3.10", markers = "python_version < \"3.10\""}
 
 [package.extras]
 spelling = ["pyenchant (>=3.2,<4.0)"]
@@ -2039,13 +2160,14 @@ testutils = ["gitpython (>3)"]
 
 [[package]]
 name = "pyparsing"
-version = "3.2.5"
+version = "3.3.2"
 description = "pyparsing - Classes and methods to define and execute parsing grammars"
 optional = false
 python-versions = ">=3.9"
+groups = ["test"]
 files = [
-    {file = "pyparsing-3.2.5-py3-none-any.whl", hash = "sha256:e38a4f02064cf41fe6593d328d0512495ad1f3d8a91c4f73fc401b3079a59a5e"},
-    {file = "pyparsing-3.2.5.tar.gz", hash = "sha256:2df8d5b7b2802ef88e8d016a2eb9c7aeaa923529cd251ed0fe4608275d4105b6"},
+    {file = "pyparsing-3.3.2-py3-none-any.whl", hash = "sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d"},
+    {file = "pyparsing-3.3.2.tar.gz", hash = "sha256:c777f4d763f140633dcb6d8a3eda953bf7a214dc4eff598413c070bcdc117cbc"},
 ]
 
 [package.extras]
@@ -2057,6 +2179,8 @@ version = "3.5.4"
 description = "A python implementation of GNU readline."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version <= \"3.12\" and platform_system == \"Windows\""
 files = [
     {file = "pyreadline3-3.5.4-py3-none-any.whl", hash = "sha256:eaf8e6cc3c49bcccf145fc6067ba8643d1df34d604a1ec0eccbf7a18e6d3fae6"},
     {file = "pyreadline3-3.5.4.tar.gz", hash = "sha256:8d57d53039a1c75adba8e50dd3d992b28143480816187ea5efbd5c78e6c885b7"},
@@ -2071,6 +2195,8 @@ version = "0.11.4"
 description = "A library for building flexible command line interfaces"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version <= \"3.12\""
 files = [
     {file = "pyrepl-0.11.4-py3-none-any.whl", hash = "sha256:ac30d6340267a21c39e1b1934f92bca6b8735017d14b17e40f903b2d1563541d"},
     {file = "pyrepl-0.11.4.tar.gz", hash = "sha256:efe988b4a6e5eed587e9769dc2269aeec2b6feec2f5d77995ee85b9ad7cf7063"},
@@ -2086,6 +2212,7 @@ version = "7.4.4"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.7"
+groups = ["test"]
 files = [
     {file = "pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"},
     {file = "pytest-7.4.4.tar.gz", hash = "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280"},
@@ -2108,6 +2235,7 @@ version = "4.1.0"
 description = "Pytest plugin for measuring coverage."
 optional = false
 python-versions = ">=3.7"
+groups = ["test"]
 files = [
     {file = "pytest-cov-4.1.0.tar.gz", hash = "sha256:3904b13dfbfec47f003b8e77fd5b589cd11904a21ddf1ab38a64f204d6a10ef6"},
     {file = "pytest_cov-4.1.0-py3-none-any.whl", hash = "sha256:6ba70b9e97e69fcc3fb45bfeab2d0a138fb65c4d0d6a41ef33983ad114be8c3a"},
@@ -2126,6 +2254,7 @@ version = "0.6.2"
 description = "py.test plugin that allows you to add environment variables."
 optional = false
 python-versions = "*"
+groups = ["test"]
 files = [
     {file = "pytest-env-0.6.2.tar.gz", hash = "sha256:7e94956aef7f2764f3c147d216ce066bf6c42948bb9e293169b1b1c880a580c2"},
 ]
@@ -2139,6 +2268,7 @@ version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main", "test"]
 files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
@@ -2149,13 +2279,14 @@ six = ">=1.5"
 
 [[package]]
 name = "pytz"
-version = "2025.2"
+version = "2026.1.post1"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
+groups = ["main", "test"]
 files = [
-    {file = "pytz-2025.2-py2.py3-none-any.whl", hash = "sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00"},
-    {file = "pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3"},
+    {file = "pytz-2026.1.post1-py2.py3-none-any.whl", hash = "sha256:f2fd16142fda348286a75e1a524be810bb05d444e5a081f37f7affc635035f7a"},
+    {file = "pytz-2026.1.post1.tar.gz", hash = "sha256:3378dde6a0c3d26719182142c56e60c7f9af7e968076f31aae569d72a0358ee1"},
 ]
 
 [[package]]
@@ -2164,6 +2295,7 @@ version = "6.0.3"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "docs", "test"]
 files = [
     {file = "PyYAML-6.0.3-cp38-cp38-macosx_10_13_x86_64.whl", hash = "sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f"},
     {file = "PyYAML-6.0.3-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9c57bb8c96f6d1808c030b1687b9b5fb476abaa47f0db9c0101f5e9f394e97f4"},
@@ -2242,24 +2374,25 @@ files = [
 
 [[package]]
 name = "requests"
-version = "2.32.5"
+version = "2.33.1"
 description = "Python HTTP for Humans."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
+groups = ["docs"]
 files = [
-    {file = "requests-2.32.5-py3-none-any.whl", hash = "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6"},
-    {file = "requests-2.32.5.tar.gz", hash = "sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf"},
+    {file = "requests-2.33.1-py3-none-any.whl", hash = "sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a"},
+    {file = "requests-2.33.1.tar.gz", hash = "sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517"},
 ]
 
 [package.dependencies]
-certifi = ">=2017.4.17"
+certifi = ">=2023.5.7"
 charset_normalizer = ">=2,<4"
 idna = ">=2.5,<4"
-urllib3 = ">=1.21.1,<3"
+urllib3 = ">=1.26,<3"
 
 [package.extras]
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
-use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
+use-chardet-on-py3 = ["chardet (>=3.0.2,<8)"]
 
 [[package]]
 name = "rich"
@@ -2267,6 +2400,7 @@ version = "12.6.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.6.3,<4.0.0"
+groups = ["main", "test"]
 files = [
     {file = "rich-12.6.0-py3-none-any.whl", hash = "sha256:a4eb26484f2c82589bd9a17c73d32a010b1e29d89f1604cd9bf3a2097b81bb5e"},
     {file = "rich-12.6.0.tar.gz", hash = "sha256:ba3a3775974105c221d31141f2c116f4fd65c5ceb0698657a11e9f295ec93fd0"},
@@ -2281,13 +2415,14 @@ jupyter = ["ipywidgets (>=7.5.1,<8.0.0)"]
 
 [[package]]
 name = "rich-click"
-version = "1.9.4"
+version = "1.9.7"
 description = "Format click help output nicely with rich"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "rich_click-1.9.4-py3-none-any.whl", hash = "sha256:d70f39938bcecaf5543e8750828cbea94ef51853f7d0e174cda1e10543767389"},
-    {file = "rich_click-1.9.4.tar.gz", hash = "sha256:af73dc68e85f3bebb80ce302a642b9fe3b65f3df0ceb42eb9a27c467c1b678c8"},
+    {file = "rich_click-1.9.7-py3-none-any.whl", hash = "sha256:2f99120fca78f536e07b114d3b60333bc4bb2a0969053b1250869bcdc1b5351b"},
+    {file = "rich_click-1.9.7.tar.gz", hash = "sha256:022997c1e30731995bdbc8ec2f82819340d42543237f033a003c7b1f843fc5dc"},
 ]
 
 [package.dependencies]
@@ -2298,137 +2433,171 @@ typing-extensions = {version = ">=4", markers = "python_version < \"3.11\""}
 
 [package.extras]
 dev = ["inline-snapshot (>=0.24)", "jsonschema (>=4)", "mypy (>=1.14.1)", "nodeenv (>=1.9.1)", "packaging (>=25)", "pre-commit (>=3.5)", "pytest (>=8.3.5)", "pytest-cov (>=5)", "rich-codex (>=1.2.11)", "ruff (>=0.12.4)", "typer (>=0.15)", "types-setuptools (>=75.8.0.20250110)"]
-docs = ["markdown-include (>=0.8.1)", "mike (>=2.1.3)", "mkdocs-github-admonitions-plugin (>=0.1.1)", "mkdocs-glightbox (>=0.4)", "mkdocs-include-markdown-plugin (>=7.1.7)", "mkdocs-material-extensions (>=1.3.1)", "mkdocs-material[imaging] (>=9.5.18,<9.6.0)", "mkdocs-redirects (>=1.2.2)", "mkdocs-rss-plugin (>=1.15)", "mkdocs[docs] (>=1.6.1)", "mkdocstrings[python] (>=0.26.1)", "rich-codex (>=1.2.11)", "typer (>=0.15)"]
+docs = ["markdown-include (>=0.8.1)", "mike (>=2.1.3)", "mkdocs-github-admonitions-plugin (>=0.1.1)", "mkdocs-glightbox (>=0.4)", "mkdocs-include-markdown-plugin (>=7.1.7) ; python_version >= \"3.9\"", "mkdocs-material-extensions (>=1.3.1)", "mkdocs-material[imaging] (>=9.5.18,<9.6.0)", "mkdocs-redirects (>=1.2.2)", "mkdocs-rss-plugin (>=1.15)", "mkdocs[docs] (>=1.6.1)", "mkdocstrings[python] (>=0.26.1)", "rich-codex (>=1.2.11)", "typer (>=0.15)"]
 
 [[package]]
 name = "ruamel-yaml"
-version = "0.18.16"
+version = "0.19.1"
 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 = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main", "test"]
 files = [
-    {file = "ruamel.yaml-0.18.16-py3-none-any.whl", hash = "sha256:048f26d64245bae57a4f9ef6feb5b552a386830ef7a826f235ffb804c59efbba"},
-    {file = "ruamel.yaml-0.18.16.tar.gz", hash = "sha256:a6e587512f3c998b2225d68aa1f35111c29fad14aed561a26e73fab729ec5e5a"},
+    {file = "ruamel_yaml-0.19.1-py3-none-any.whl", hash = "sha256:27592957fedf6e0b62f281e96effd28043345e0e66001f97683aa9a40c667c93"},
+    {file = "ruamel_yaml-0.19.1.tar.gz", hash = "sha256:53eb66cd27849eff968ebf8f0bf61f46cdac2da1d1f3576dd4ccee9b25c31993"},
 ]
-
-[package.dependencies]
-"ruamel.yaml.clib" = {version = ">=0.2.7", markers = "platform_python_implementation == \"CPython\" and python_version < \"3.14\""}
+markers = {main = "extra == \"nnpdf\""}
 
 [package.extras]
 docs = ["mercurial (>5.7)", "ryd"]
 jinja2 = ["ruamel.yaml.jinja2 (>=0.2)"]
+libyaml = ["ruamel.yaml.clibz (>=0.3.7) ; platform_python_implementation == \"CPython\""]
+oldlibyaml = ["ruamel.yaml.clib ; platform_python_implementation == \"CPython\""]
 
 [[package]]
-name = "ruamel-yaml-clib"
-version = "0.2.15"
-description = "C version of reader, parser and emitter for ruamel.yaml derived from libyaml"
+name = "scipy"
+version = "1.15.3"
+description = "Fundamental algorithms for scientific computing in Python"
 optional = false
-python-versions = ">=3.9"
-files = [
-    {file = "ruamel_yaml_clib-0.2.15-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:88eea8baf72f0ccf232c22124d122a7f26e8a24110a0273d9bcddcb0f7e1fa03"},
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+groups = ["docs"]
 files = [
     {file = "setuptools-69.5.1-py3-none-any.whl", hash = "sha256:c636ac361bc47580504644275c9ad802c50415c7522212252c033bd15f301f32"},
     {file = "setuptools-69.5.1.tar.gz", hash = "sha256:6c1fccdac05a97e598fb0ae3bbed5904ccb317337a51139dcd51453611bbb987"},
@@ -2443,7 +2613,7 @@ files = [
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mypy (==1.9)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6,!=8.1.1)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21) ; python_version >= \"3.9\" and sys_platform != \"cygwin\"", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mypy (==1.9)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6,!=8.1.1)", "pytest-checkdocs (>=2.4)", "pytest-cov ; platform_python_implementation != \"PyPy\"", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf ; sys_platform != \"cygwin\"", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\"", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.2)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
@@ -2452,6 +2622,7 @@ version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main", "test"]
 files = [
     {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
@@ -2463,6 +2634,7 @@ version = "3.0.1"
 description = "This package provides 32 stemmers for 30 languages generated from Snowball algorithms."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*"
+groups = ["docs"]
 files = [
     {file = "snowballstemmer-3.0.1-py3-none-any.whl", hash = "sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064"},
     {file = "snowballstemmer-3.0.1.tar.gz", hash = "sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895"},
@@ -2474,6 +2646,7 @@ version = "7.3.7"
 description = "Python documentation generator"
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
 files = [
     {file = "sphinx-7.3.7-py3-none-any.whl", hash = "sha256:413f75440be4cacf328f580b4274ada4565fb2187d696a84970c23f77b64d8c3"},
     {file = "sphinx-7.3.7.tar.gz", hash = "sha256:a4a7db75ed37531c05002d56ed6948d4c42f473a36f46e1382b0bd76ca9627bc"},
@@ -2485,7 +2658,6 @@ babel = ">=2.9"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
 docutils = ">=0.18.1,<0.22"
 imagesize = ">=1.3"
-importlib-metadata = {version = ">=4.8", markers = "python_version < \"3.10\""}
 Jinja2 = ">=3.0"
 packaging = ">=21.0"
 Pygments = ">=2.14"
@@ -2510,6 +2682,7 @@ version = "1.3.0"
 description = "Read the Docs theme for Sphinx"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+groups = ["docs"]
 files = [
     {file = "sphinx_rtd_theme-1.3.0-py2.py3-none-any.whl", hash = "sha256:46ddef89cc2416a81ecfbeaceab1881948c014b1b6e4450b815311a89fb977b0"},
     {file = "sphinx_rtd_theme-1.3.0.tar.gz", hash = "sha256:590b030c7abb9cf038ec053b95e5380b5c70d61591eb0b552063fbe7c41f0931"},
@@ -2529,6 +2702,7 @@ version = "2.0.0"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
 files = [
     {file = "sphinxcontrib_applehelp-2.0.0-py3-none-any.whl", hash = "sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5"},
     {file = "sphinxcontrib_applehelp-2.0.0.tar.gz", hash = "sha256:2f29ef331735ce958efa4734873f084941970894c6090408b079c61b2e1c06d1"},
@@ -2545,6 +2719,7 @@ version = "2.5.0"
 description = "Sphinx extension for BibTeX style citations."
 optional = false
 python-versions = ">=3.6"
+groups = ["docs"]
 files = [
     {file = "sphinxcontrib-bibtex-2.5.0.tar.gz", hash = "sha256:71b42e5db0e2e284f243875326bf9936aa9a763282277d75048826fef5b00eaa"},
     {file = "sphinxcontrib_bibtex-2.5.0-py3-none-any.whl", hash = "sha256:748f726eaca6efff7731012103417ef130ecdcc09501b4d0c54283bf5f059f76"},
@@ -2552,7 +2727,6 @@ files = [
 
 [package.dependencies]
 docutils = ">=0.8"
-importlib-metadata = {version = ">=3.6", markers = "python_version < \"3.10\""}
 pybtex = ">=0.24"
 pybtex-docutils = ">=1.0.0"
 Sphinx = ">=2.1"
@@ -2563,6 +2737,7 @@ version = "2.0.0"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
 files = [
     {file = "sphinxcontrib_devhelp-2.0.0-py3-none-any.whl", hash = "sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2"},
     {file = "sphinxcontrib_devhelp-2.0.0.tar.gz", hash = "sha256:411f5d96d445d1d73bb5d52133377b4248ec79db5c793ce7dbe59e074b4dd1ad"},
@@ -2579,6 +2754,7 @@ version = "2.1.0"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
 files = [
     {file = "sphinxcontrib_htmlhelp-2.1.0-py3-none-any.whl", hash = "sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8"},
     {file = "sphinxcontrib_htmlhelp-2.1.0.tar.gz", hash = "sha256:c9e2916ace8aad64cc13a0d233ee22317f2b9025b9cf3295249fa985cc7082e9"},
@@ -2595,6 +2771,7 @@ version = "4.1"
 description = "Extension to include jQuery on newer Sphinx releases"
 optional = false
 python-versions = ">=2.7"
+groups = ["docs"]
 files = [
     {file = "sphinxcontrib-jquery-4.1.tar.gz", hash = "sha256:1620739f04e36a2c779f1a131a2dfd49b2fd07351bf1968ced074365933abc7a"},
     {file = "sphinxcontrib_jquery-4.1-py2.py3-none-any.whl", hash = "sha256:f936030d7d0147dd026a4f2b5a57343d233f1fc7b363f68b3d4f1cb0993878ae"},
@@ -2609,6 +2786,7 @@ version = "1.0.1"
 description = "A sphinx extension which renders display math in HTML via JavaScript"
 optional = false
 python-versions = ">=3.5"
+groups = ["docs"]
 files = [
     {file = "sphinxcontrib-jsmath-1.0.1.tar.gz", hash = "sha256:a9925e4a4587247ed2191a22df5f6970656cb8ca2bd6284309578f2153e0c4b8"},
     {file = "sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl", hash = "sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178"},
@@ -2623,6 +2801,7 @@ version = "2.0.0"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
 files = [
     {file = "sphinxcontrib_qthelp-2.0.0-py3-none-any.whl", hash = "sha256:b18a828cdba941ccd6ee8445dbe72ffa3ef8cbe7505d8cd1fa0d42d3f2d5f3eb"},
     {file = "sphinxcontrib_qthelp-2.0.0.tar.gz", hash = "sha256:4fe7d0ac8fc171045be623aba3e2a8f613f8682731f9153bb2e40ece16b9bbab"},
@@ -2639,6 +2818,7 @@ version = "2.0.0"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)"
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
 files = [
     {file = "sphinxcontrib_serializinghtml-2.0.0-py3-none-any.whl", hash = "sha256:6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331"},
     {file = "sphinxcontrib_serializinghtml-2.0.0.tar.gz", hash = "sha256:e9d912827f872c029017a53f0ef2180b327c3f7fd23c87229f7a8e8b70031d4d"},
@@ -2655,6 +2835,7 @@ version = "1.4.54"
 description = "Database Abstraction Library"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+groups = ["test"]
 files = [
     {file = "SQLAlchemy-1.4.54-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:af00236fe21c4d4f4c227b6ccc19b44c594160cc3ff28d104cdce85855369277"},
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@@ -2703,28 +2884,28 @@ files = [
 ]
 
 [package.dependencies]
-greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and (platform_machine == \"win32\" or platform_machine == \"WIN32\" or platform_machine == \"AMD64\" or platform_machine == \"amd64\" or platform_machine == \"x86_64\" or platform_machine == \"ppc64le\" or platform_machine == \"aarch64\")"}
+greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
 
 [package.extras]
-aiomysql = ["aiomysql (>=0.2.0)", "greenlet (!=0.4.17)"]
-aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing_extensions (!=3.10.0.1)"]
-asyncio = ["greenlet (!=0.4.17)"]
-asyncmy = ["asyncmy (>=0.2.3,!=0.2.4)", "greenlet (!=0.4.17)"]
-mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2)", "mariadb (>=1.0.1,!=1.1.2)"]
+aiomysql = ["aiomysql (>=0.2.0) ; python_version >= \"3\"", "greenlet (!=0.4.17) ; python_version >= \"3\""]
+aiosqlite = ["aiosqlite ; python_version >= \"3\"", "greenlet (!=0.4.17) ; python_version >= \"3\"", "typing_extensions (!=3.10.0.1)"]
+asyncio = ["greenlet (!=0.4.17) ; python_version >= \"3\""]
+asyncmy = ["asyncmy (>=0.2.3,!=0.2.4) ; python_version >= \"3\"", "greenlet (!=0.4.17) ; python_version >= \"3\""]
+mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2) ; python_version >= \"3\"", "mariadb (>=1.0.1,!=1.1.2) ; python_version >= \"3\""]
 mssql = ["pyodbc"]
 mssql-pymssql = ["pymssql", "pymssql"]
 mssql-pyodbc = ["pyodbc", "pyodbc"]
-mypy = ["mypy (>=0.910)", "sqlalchemy2-stubs"]
-mysql = ["mysqlclient (>=1.4.0)", "mysqlclient (>=1.4.0,<2)"]
+mypy = ["mypy (>=0.910) ; python_version >= \"3\"", "sqlalchemy2-stubs"]
+mysql = ["mysqlclient (>=1.4.0) ; python_version >= \"3\"", "mysqlclient (>=1.4.0,<2) ; python_version < \"3\""]
 mysql-connector = ["mysql-connector-python", "mysql-connector-python"]
-oracle = ["cx_oracle (>=7)", "cx_oracle (>=7,<8)"]
+oracle = ["cx_oracle (>=7) ; python_version >= \"3\"", "cx_oracle (>=7,<8) ; python_version < \"3\""]
 postgresql = ["psycopg2 (>=2.7)"]
-postgresql-asyncpg = ["asyncpg", "asyncpg", "greenlet (!=0.4.17)", "greenlet (!=0.4.17)"]
-postgresql-pg8000 = ["pg8000 (>=1.16.6,!=1.29.0)", "pg8000 (>=1.16.6,!=1.29.0)"]
+postgresql-asyncpg = ["asyncpg ; python_version >= \"3\"", "asyncpg ; python_version >= \"3\"", "greenlet (!=0.4.17) ; python_version >= \"3\"", "greenlet (!=0.4.17) ; python_version >= \"3\""]
+postgresql-pg8000 = ["pg8000 (>=1.16.6,!=1.29.0) ; python_version >= \"3\"", "pg8000 (>=1.16.6,!=1.29.0) ; python_version >= \"3\""]
 postgresql-psycopg2binary = ["psycopg2-binary"]
 postgresql-psycopg2cffi = ["psycopg2cffi"]
-pymysql = ["pymysql", "pymysql (<1)"]
-sqlcipher = ["sqlcipher3_binary"]
+pymysql = ["pymysql (<1) ; python_version < \"3\"", "pymysql ; python_version >= \"3\""]
+sqlcipher = ["sqlcipher3_binary ; python_version >= \"3\""]
 
 [[package]]
 name = "stack-data"
@@ -2732,6 +2913,7 @@ version = "0.6.3"
 description = "Extract data from python stack frames and tracebacks for informative displays"
 optional = false
 python-versions = "*"
+groups = ["dev", "test"]
 files = [
     {file = "stack_data-0.6.3-py3-none-any.whl", hash = "sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695"},
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@@ -2747,64 +2929,72 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "tomli"
-version = "2.3.0"
+version = "2.4.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
-files = [
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@@ -2813,6 +3003,7 @@ version = "5.14.3"
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 optional = false
 python-versions = ">=3.8"
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+version = "2026.1"
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 python-versions = ">=2"
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+zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""]
 
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-version = "1.3"
+version = "1.6"
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+markers = {main = "extra == \"nnpdf\""}
 
 [package.extras]
 doc = ["ruamel.yaml", "sphinx", "sphinx_rtd_theme"]
@@ -2878,39 +3075,21 @@ test = ["hypothesis", "pytest", "pytest-cov"]
 
 [[package]]
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-optional = false
-python-versions = ">=3.9"
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 files = [
-    {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"},
-    {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"},
+    {file = "wcwidth-0.6.0-py3-none-any.whl", hash = "sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad"},
+    {file = "wcwidth-0.6.0.tar.gz", hash = "sha256:cdc4e4262d6ef9a1a57e018384cbeb1208d8abbc64176027e2c2455c81313159"},
 ]
 
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
-
 [extras]
 docs = []
 nnpdf = ["nnpdf-data"]
 
 [metadata]
-lock-version = "2.0"
-python-versions = ">=3.9,<3.13"
-content-hash = "2720e2b4e8fdfce21590cd688e79e830e4c70019f12674d6cc0a0758f4fbbb32"
+lock-version = "2.1"
+python-versions = ">=3.10,<3.14"
+content-hash = "b3a6eef624b5675a0a794b3aa5de228ba8d1abd42ff08637585b22f2f6322b34"
diff --git a/pyproject.toml b/pyproject.toml
index 4b60e47f..7e79c94e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -26,16 +26,16 @@ repository = "https://github.com/N3PDF/pineko"
 packages = [{ include = "pineko", from = "src" }]
 
 [tool.poetry.dependencies]
-python = ">=3.9,<3.13"
-eko = "^0.15.0"
+python = ">=3.10,<3.14"
+eko = "^0.15.3"
 pineappl = "^1.3.0"
 PyYAML = "^6.0"
-numpy = "^1.21.0"
+numpy = "^2"
 pandas = "^2.1"
 rich = "^12.5.1"
 click = "^8.0.4"
 tomli = "^2.0.1"
-nnpdf-data = { version = ">=0.0.3", optional = true}
+nnpdf-data = { version = ">=4.1.3", optional = true}
 lhapdf-management = { version = "^0.5", optional = true }
 rich-click = "^1.8.4"
 
diff --git a/src/pineko/evolve.py b/src/pineko/evolve.py
index c0cb63e5..9ae02ba2 100644
--- a/src/pineko/evolve.py
+++ b/src/pineko/evolve.py
@@ -264,10 +264,11 @@ def write_operator_card(
 
         # If the change is on the number of iterations, take the template value but warn the user
         template_iter = default_card["configs"].get("ev_op_iterations")
-        if template_iter is not None and template_method != opconf["ev_op_iterations"]:
-            opconf["ev_op_iterations"] = template_iter
-            logger.warning(
-                f"The number of iteration in the theory and template is different, using template value ({template_iter})"
+        if template_iter is not None and int(template_iter) != int(
+            opconf["ev_op_iterations"]
+        ):
+            raise ValueError(
+                f"The number of iteration in the theory and template is different, ({template_iter} vs {opconf['ev_op_iterations']})"
             )
 
     # Some safety checks