diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
new file mode 100644
index 0000000..527937c
--- /dev/null
+++ b/.github/workflows/docs.yml
@@ -0,0 +1,23 @@
+name: Docs
+on:
+  pull_request:
+  push:
+    branches:
+      - main
+permissions:
+  contents: write
+jobs:
+  docs:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout branch
+        uses: actions/checkout@v4
+      - name: Set up pixi
+        uses: prefix-dev/setup-pixi@ba3bb36eb2066252b2363392b7739741bb777659
+        with:
+          environments: docs
+      - name: Build docs
+        run: pixi run -e docs docs-build
+      - name: Deploy docs
+        if: github.event_name == 'push' && github.ref == 'refs/heads/main'
+        run: pixi run -e docs mkdocs gh-deploy --force
diff --git a/README.md b/README.md
index ef37b71..48d5e69 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,7 @@
 # multiregex
 
 [![CI](https://img.shields.io/github/actions/workflow/status/quantco/multiregex/ci.yml?style=flat-square&branch=main)](https://github.com/quantco/multiregex/actions/workflows/ci.yml)
+[![Documentation](https://img.shields.io/badge/docs-7E56C2?style=flat-square)](https://quantco.github.io/multiregex)
 [![conda-forge](https://img.shields.io/conda/vn/conda-forge/multiregex?logoColor=white&logo=conda-forge&style=flat-square)](https://prefix.dev/channels/conda-forge/packages/multiregex)
 [![pypi-version](https://img.shields.io/pypi/v/multiregex.svg?logo=pypi&logoColor=white&style=flat-square)](https://pypi.org/project/multiregex)
 [![python-version](https://img.shields.io/pypi/pyversions/multiregex?logoColor=white&logo=python&style=flat-square)](https://pypi.org/project/multiregex)
diff --git a/docs/Makefile b/docs/Makefile
deleted file mode 100644
index d4bb2cb..0000000
--- a/docs/Makefile
+++ /dev/null
@@ -1,20 +0,0 @@
-# Minimal makefile for Sphinx documentation
-#
-
-# You can set these variables from the command line, and also
-# from the environment for the first two.
-SPHINXOPTS    ?=
-SPHINXBUILD   ?= sphinx-build
-SOURCEDIR     = .
-BUILDDIR      = _build
-
-# Put it first so that "make" without argument is like "make help".
-help:
-	@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
-
-.PHONY: help Makefile
-
-# Catch-all target: route all unknown targets to Sphinx using the new
-# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
-%: Makefile
-	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
diff --git a/docs/api-documentation.md b/docs/api-documentation.md
new file mode 100644
index 0000000..180e3e2
--- /dev/null
+++ b/docs/api-documentation.md
@@ -0,0 +1,3 @@
+# API Documentation
+
+::: multiregex
diff --git a/docs/changelog.rst b/docs/changelog.rst
deleted file mode 100644
index dcb4e9a..0000000
--- a/docs/changelog.rst
+++ /dev/null
@@ -1,13 +0,0 @@
-.. Versioning follows semantic versioning, see also
-   https://semver.org/spec/v2.0.0.html. The most important bits are:
-   * Update the major if you break the public API
-   * Update the minor if you add new functionality
-   * Update the patch if you fixed a bug
-
-Changelog
-=========
-
-1.0.0 (2022-MM-DD)
-------------------
-
-Initial release.
diff --git a/docs/conf.py b/docs/conf.py
deleted file mode 100644
index 6fff14b..0000000
--- a/docs/conf.py
+++ /dev/null
@@ -1,107 +0,0 @@
-# Configuration file for the Sphinx documentation builder.
-#
-# This file only contains a selection of the most common options. For a full
-# list see the documentation:
-# https://www.sphinx-doc.org/en/master/usage/configuration.html
-
-# -- Path setup --------------------------------------------------------------
-
-# If extensions (or modules to document with autodoc) are in another directory,
-# add these directories to sys.path here. If the directory is relative to the
-# documentation root, use os.path.abspath to make it absolute, like shown here.
-#
-# import os
-# import sys
-# sys.path.insert(0, os.path.abspath('.'))
-
-
-# -- Project information -----------------------------------------------------
-
-import importlib
-import inspect
-import os
-import subprocess
-import sys
-from subprocess import CalledProcessError
-from typing import cast
-
-_mod = importlib.import_module("multiregex")
-
-
-project = "multiregex"
-copyright = "2019, QuantCo, Inc."
-author = "QuantCo, Inc."
-
-extensions = [
-    "numpydoc",
-    "sphinx.ext.linkcode",
-    "sphinxcontrib.apidoc",
-]
-
-apidoc_module_dir = "../src/multiregex"
-apidoc_output_dir = "api"
-apidoc_separate_modules = True
-apidoc_extra_args = ["--implicit-namespaces"]
-
-templates_path = ["_templates"]
-exclude_patterns = ["_build", "Thumbs.db", ".DS_Store"]
-html_theme = "sphinx_rtd_theme"
-html_static_path = ["_static"]
-
-
-# Copied and adapted from
-# https://github.com/pandas-dev/pandas/blob/4a14d064187367cacab3ff4652a12a0e45d0711b/doc/source/conf.py#L613-L659
-# Required configuration function to use sphinx.ext.linkcode
-def linkcode_resolve(domain, info):
-    """Determine the URL corresponding to a given Python object."""
-    if domain != "py":
-        return None
-
-    module_name = info["module"]
-    full_name = info["fullname"]
-
-    _submodule = sys.modules.get(module_name)
-    if _submodule is None:
-        return None
-
-    _object = _submodule
-    for _part in full_name.split("."):
-        try:
-            _object = getattr(_object, _part)
-        except AttributeError:
-            return None
-
-    try:
-        fn = inspect.getsourcefile(inspect.unwrap(_object))  # type: ignore
-    except TypeError:
-        fn = None
-    if not fn:
-        return None
-
-    try:
-        source, line_number = inspect.getsourcelines(_object)
-    except OSError:
-        line_number = None  # type: ignore
-
-    if line_number:
-        linespec = f"#L{line_number}-L{line_number + len(source) - 1}"
-    else:
-        linespec = ""
-
-    fn = os.path.relpath(fn, start=os.path.dirname(cast(str, _mod.__file__)))
-
-    try:
-        # See https://stackoverflow.com/a/21901260
-        commit = (
-            subprocess.check_output(["git", "rev-parse", "HEAD"])
-            .decode("ascii")
-            .strip()
-        )
-    except CalledProcessError:
-        # If subprocess returns non-zero exit status
-        commit = "main"
-
-    return (
-        "https://github.com/quantco/multiregex"
-        f"/blob/{commit}/{_mod.__name__.replace('.', '/')}/{fn}{linespec}"
-    )
diff --git a/docs/index.md b/docs/index.md
new file mode 100644
index 0000000..3219510
--- /dev/null
+++ b/docs/index.md
@@ -0,0 +1,19 @@
+# multiregex
+
+Quickly match many regexes against a string. Provides 2-10x speedups over naïve regex matching.
+
+You can also link to code in the auto-generated API documentation:
+
+<!-- Lengthy version -->
+
+See our fancy [`get_pattern_candidates`](api-documentation/#multiregex.RegexMatcher.get_pattern_candidates) method.
+
+<!--
+    Shorthand "Cross-references":
+    https://mkdocstrings.github.io/usage/#cross-references
+    Note the [][] syntax!
+-->
+
+In case you forgot to check the [`get_pattern_candidates`][multiregex.RegexMatcher.get_pattern_candidates] method!
+
+[API Documentation](api-documentation.md)
diff --git a/docs/index.rst b/docs/index.rst
deleted file mode 100644
index 430f156..0000000
--- a/docs/index.rst
+++ /dev/null
@@ -1,17 +0,0 @@
-Welcome to multiregex's documentation!
-======================================
-
-.. toctree::
-   :maxdepth: 2
-   :caption: Contents:
-
-   API Reference <api/modules>
-
-
-
-Indices and tables
-==================
-
-* :ref:`genindex`
-* :ref:`modindex`
-* :ref:`search`
diff --git a/docs/make.bat b/docs/make.bat
deleted file mode 100644
index 922152e..0000000
--- a/docs/make.bat
+++ /dev/null
@@ -1,35 +0,0 @@
-@ECHO OFF
-
-pushd %~dp0
-
-REM Command file for Sphinx documentation
-
-if "%SPHINXBUILD%" == "" (
-	set SPHINXBUILD=sphinx-build
-)
-set SOURCEDIR=.
-set BUILDDIR=_build
-
-if "%1" == "" goto help
-
-%SPHINXBUILD% >NUL 2>NUL
-if errorlevel 9009 (
-	echo.
-	echo.The 'sphinx-build' command was not found. Make sure you have Sphinx
-	echo.installed, then set the SPHINXBUILD environment variable to point
-	echo.to the full path of the 'sphinx-build' executable. Alternatively you
-	echo.may add the Sphinx directory to PATH.
-	echo.
-	echo.If you don't have Sphinx installed, grab it from
-	echo.http://sphinx-doc.org/
-	exit /b 1
-)
-
-%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
-goto end
-
-:help
-%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
-
-:end
-popd
diff --git a/docs/styles/custom.css b/docs/styles/custom.css
new file mode 100644
index 0000000..2d124f8
--- /dev/null
+++ b/docs/styles/custom.css
@@ -0,0 +1,7 @@
+/*
+Allows to highlight the specific entry that is jumped to when clicking on an internal link.
+*/
+:target {
+    border: 1px solid red;
+    border-radius: 5px;
+}
diff --git a/mkdocs.yml b/mkdocs.yml
new file mode 100644
index 0000000..09cb29b
--- /dev/null
+++ b/mkdocs.yml
@@ -0,0 +1,63 @@
+site_name: multiregex
+site_description: Quickly match many regexes against a string. Provides 2-10x speedups over naïve regex matching.
+site_url: https://quantco.github.io/multiregex
+theme:
+  name: material
+  palette:
+    # Palette toggle for automatic mode
+    - media: "(prefers-color-scheme)"
+      toggle:
+        icon: material/brightness-auto
+        name: Switch to light mode
+    # Palette toggle for light mode
+    - media: "(prefers-color-scheme: light)"
+      scheme: default
+      toggle:
+        icon: material/brightness-7
+        name: Switch to dark mode
+      primary: deep purple
+    # Palette toggle for dark mode
+    - media: "(prefers-color-scheme: dark)"
+      scheme: slate
+      toggle:
+        icon: material/brightness-4
+        name: Switch to system preference
+      primary: deep purple
+  features:
+    - content.action.edit
+    - search.suggest
+    - search.highlight
+    - content.code.annotate
+    - content.code.copy
+  icon:
+    repo: fontawesome/brands/github-alt
+    edit: material/pencil
+
+# For the optional feature of highlighting selected element after jumping to it
+extra_css:
+  - styles/custom.css
+
+repo_name: quantco/multiregex
+repo_url: https://github.com/quantco/multiregex
+edit_uri: edit/main/docs/
+plugins:
+  - search
+  - mkdocstrings:
+      handlers:
+        python:
+          options:
+            unwrap_annotated: true
+            show_symbol_type_heading: true
+            docstring_style: numpy
+            docstring_section_style: spacy
+            separate_signature: true
+            merge_init_into_class: true
+
+nav:
+  - index.md
+  - api-documentation.md
+markdown_extensions:
+  - admonition
+  - pymdownx.highlight
+  - pymdownx.superfences
+  - pymdownx.inlinehilite
diff --git a/multiregex/__init__.py b/multiregex/__init__.py
index 8e158fc..a542ff4 100644
--- a/multiregex/__init__.py
+++ b/multiregex/__init__.py
@@ -1,16 +1,18 @@
-r"""Speed up regex matching with non-regex substring "prematchers", similar to
-Bloom filters.
+r"""Speed up regex matching with non-regex substring "prematchers", similar to Bloom filters.
 
 For each regex pattern we use a list of simple (non-regex) substring prematchers.
 When evaluating regex patterns on a string, we use the prematchers to restrict
 the set of regex patterns to be run. Hence, the prematchers _must_ match each string
 unless it's impossible for the corresponding regex to match, similar to Bloom filters.
 
-Examples:
-    r"\bfoo\b"          -> ["foo"]
-    r"(foo|bar) \s*"    -> ["foo ", "bar "]
-    r"Gemäß Richtlinie" -> ["gemäß richtlinie"]
-    # Prematchers are all-lowercase (to support re.IGNORECASE).
+Examples
+--------
+```python
+r"\bfoo\b"          -> ["foo"]
+r"(foo|bar) \s*"    -> ["foo ", "bar "]
+r"Gemäß Richtlinie" -> ["gemäß richtlinie"]
+# Prematchers are all-lowercase (to support re.IGNORECASE).
+```
 
 Prematchers are attempted to be automatically generated from the regexes, see
 `RegexMatcher.generate_prematchers`.  You must provide a handcrafted list of
@@ -31,6 +33,7 @@
     import sre_constants
     import sre_parse
 from typing import (
+    Callable,
     Dict,
     Iterable,
     List,
@@ -68,12 +71,13 @@ def __init__(
         patterns: Iterable[
             Union[PatternOrStr, Tuple[PatternOrStr, Optional[Iterable[str]]]]
         ],
-        count_prematcher_false_positives=False,
+        count_prematcher_false_positives: bool = False,
     ):
-        """
+        """Create a new `RegexMatcher` instance.
+
         Parameters
         ----------
-        patterns : list of patterns or (pattern, prematchers) tuples
+        patterns: list of patterns or (pattern, prematchers) tuples
             The patterns to match against. Patterns may either be instances of
             `re.Pattern` (results from `re.compile`) or strings.
             If given as list of `(pattern, prematchers)` tuples, `prematchers`
@@ -81,8 +85,7 @@ def __init__(
             prematchers using `generate_prematchers`. To disable prematchers for
             a specific pattern (ie., always run the "slow" matcher without any
             prematching), use a `(pattern, []`) tuple.
-        count_prematcher_false_positives : bool, default: False
-            If true, enable "profiling" to check the effectiveness of prematchers on
+        count_prematcher_false_positives: If true, enable "profiling" to check the effectiveness of prematchers on
             the input strings given to ``search``, ``match``, and ``fullmatch``.
             Use ``format_prematcher_false_positives`` to retrieve the profile.
         """
@@ -163,16 +166,21 @@ def _make_automaton(enumerated_patterns):
                 )
         return _ahocorasick_make_automaton(pattern_candidates_by_prematchers)
 
-    def run(self, match_func, s, enable_prematchers=True):
+    def run(
+        self,
+        match_func: Callable[[Pattern, str], re.Match],
+        s: str,
+        enable_prematchers: bool = True,
+    ):
         """Quickly run `match_func` against `s` for all patterns.
 
         Parameters
         ----------
-        match_func : Callable[str] -> Match
+        match_func
             The base matching function, eg. `re.search`.
-        s : str
+        s
             The string to match against.
-        enable_prematchers : bool (default True)
+        enable_prematchers
             If false, do not use prematchers; use `match_func` only.
         """
         if enable_prematchers:
@@ -322,8 +330,7 @@ def _sre_find_terminals(sre_ast):
 
 
 def _ahocorasick_make_automaton(words: Dict[str, V]) -> "ahocorasick.Automaton[V]":
-    """Make an ahocorasick automaton from a dictionary of `needle -> value`
-    items."""
+    """Make an ahocorasick automaton from a dictionary of `needle -> value` items."""
     automaton = ahocorasick.Automaton()  # type: ahocorasick.Automaton[V]
     for word, value in words.items():
         _ahocorasick_ensure_successful(automaton.add_word(word, value))
diff --git a/pixi.lock b/pixi.lock
index 3ade5eb..b53ef20 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -280,6 +280,304 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/win-64/vs2015_runtime-14.40.33810-h3bf8584_20.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/wheel-0.43.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/xz-5.2.6-h8d14728_0.tar.bz2
+  docs:
+    channels:
+    - url: https://conda.anaconda.org/conda-forge/
+    packages:
+      linux-64:
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/astunparse-1.6.3-pyhd8ed1ab_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/babel-2.14.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-python-1.1.0-py312h30efb56_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hd590300_5.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2024.7.4-hbcca054_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/certifi-2024.7.4-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/cffi-1.16.0-py312hf06ca03_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.3.2-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.1.7-unix_pyh707e725_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ghp-import-2.1.0-pyhd8ed1ab_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/griffe-0.47.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/h2-4.1.0-pyhd8ed1ab_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/hpack-4.0.0-pyh9f0ad1d_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/hyperframe-6.0.1-pyhd8ed1ab_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.7-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-8.0.0-pyha770c72_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/jinja2-3.1.4-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.40-hf3520f5_7.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.6.2-h59595ed_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.2-h7f98852_5.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-14.1.0-h77fa898_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgomp-14.1.0-h77fa898_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hd590300_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.46.0-hde9e2c9_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-14.1.0-hc0a3c3a_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-h4ab18f5_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-3.6-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/markupsafe-2.1.5-py312h98912ed_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/mergedeep-1.3.4-pyhd8ed1ab_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/mkdocs-1.6.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/mkdocs-autorefs-1.0.1-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/mkdocs-get-deps-0.2.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/mkdocs-material-9.5.28-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/mkdocs-material-extensions-1.3.1-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/mkdocstrings-0.25.1-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/mkdocstrings-python-1.10.5-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h59595ed_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.3.1-h4ab18f5_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-24.1-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/paginate-0.5.6-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pathspec-0.12.1-pyhd8ed1ab_0.conda
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+  url: https://conda.anaconda.org/conda-forge/linux-64/regex-2024.5.15-py312h9a8786e_0.conda
+  sha256: 4050b3f70bd3ef81ae175acab0dfc2019fde84ab71b6b12903b3eb9bbd35661e
+  md5: d3c8a64188a7331e3df3be6b06d5309e
+  depends:
+  - libgcc-ng >=12
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
+  license: Python-2.0
+  license_family: PSF
+  size: 398199
+  timestamp: 1715828558963
+- kind: conda
+  name: regex
+  version: 2024.5.15
+  build: py312hbd25219_0
+  subdir: osx-64
+  url: https://conda.anaconda.org/conda-forge/osx-64/regex-2024.5.15-py312hbd25219_0.conda
+  sha256: b4439a9eb708c3e36e87cc1bdd336004cc469bb61d1626644eb28d746da74d5c
+  md5: 529f6edec2c5cafa758671f5a50ff3d8
+  depends:
+  - __osx >=10.13
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
+  license: Python-2.0
+  license_family: PSF
+  size: 366823
+  timestamp: 1715828565789
+- kind: conda
+  name: requests
+  version: 2.32.3
+  build: pyhd8ed1ab_0
+  subdir: noarch
+  noarch: python
+  url: https://conda.anaconda.org/conda-forge/noarch/requests-2.32.3-pyhd8ed1ab_0.conda
+  sha256: 5845ffe82a6fa4d437a2eae1e32a1ad308d7ad349f61e337c0a890fe04c513cc
+  md5: 5ede4753180c7a550a443c430dc8ab52
+  depends:
+  - certifi >=2017.4.17
+  - charset-normalizer >=2,<4
+  - idna >=2.5,<4
+  - python >=3.8
+  - urllib3 >=1.21.1,<3
+  constrains:
+  - chardet >=3.0.2,<6
+  license: Apache-2.0
+  license_family: APACHE
+  size: 58810
+  timestamp: 1717057174842
 - kind: conda
   name: ruamel.yaml
   version: 0.18.6
@@ -5990,6 +7075,21 @@ packages:
   license_family: MIT
   size: 37824
   timestamp: 1715083339319
+- kind: conda
+  name: six
+  version: 1.16.0
+  build: pyh6c4a22f_0
+  subdir: noarch
+  noarch: python
+  url: https://conda.anaconda.org/conda-forge/noarch/six-1.16.0-pyh6c4a22f_0.tar.bz2
+  sha256: a85c38227b446f42c5b90d9b642f2c0567880c15d72492d8da074a59c8f91dd6
+  md5: e5f25f8dbc060e9a8d912e432202afc2
+  depends:
+  - python
+  license: MIT
+  license_family: MIT
+  size: 14259
+  timestamp: 1620240338595
 - kind: conda
   name: taplo
   version: 0.9.1
@@ -6374,6 +7474,26 @@ packages:
   license_family: MIT
   size: 6143
   timestamp: 1583436833181
+- kind: conda
+  name: urllib3
+  version: 2.2.2
+  build: pyhd8ed1ab_1
+  build_number: 1
+  subdir: noarch
+  noarch: python
+  url: https://conda.anaconda.org/conda-forge/noarch/urllib3-2.2.2-pyhd8ed1ab_1.conda
+  sha256: 00c47c602c03137e7396f904eccede8cc64cc6bad63ce1fc355125df8882a748
+  md5: e804c43f58255e977093a2298e442bb8
+  depends:
+  - brotli-python >=1.0.9
+  - h2 >=4,<5
+  - pysocks >=1.5.6,<2.0,!=1.5.7
+  - python >=3.8
+  - zstandard >=0.18.0
+  license: MIT
+  license_family: MIT
+  size: 95048
+  timestamp: 1719391384778
 - kind: conda
   name: vc
   version: '14.3'
@@ -6441,6 +7561,73 @@ packages:
   license_family: BSD
   size: 17395
   timestamp: 1717709043353
+- kind: conda
+  name: watchdog
+  version: 4.0.1
+  build: py312h2e8e312_0
+  subdir: win-64
+  url: https://conda.anaconda.org/conda-forge/win-64/watchdog-4.0.1-py312h2e8e312_0.conda
+  sha256: 35c657fd70de86e69dd8fcb04697df660da79410b4098a263acab55d363117ef
+  md5: 29cbd97528b7f7ce91a59186e391c0db
+  depends:
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
+  - pyyaml >=3.10
+  license: Apache-2.0
+  license_family: APACHE
+  size: 162034
+  timestamp: 1716562347718
+- kind: conda
+  name: watchdog
+  version: 4.0.1
+  build: py312h7900ff3_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/watchdog-4.0.1-py312h7900ff3_0.conda
+  sha256: c4786da0c938a65cea07e2bb3fe76dbeed6968c322994c66395176307cf78425
+  md5: 7cc94a3b5e9698eecc2c39dbf7a173db
+  depends:
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
+  - pyyaml >=3.10
+  license: Apache-2.0
+  license_family: APACHE
+  size: 136444
+  timestamp: 1716561872155
+- kind: conda
+  name: watchdog
+  version: 4.0.1
+  build: py312h7e5086c_0
+  subdir: osx-arm64
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/watchdog-4.0.1-py312h7e5086c_0.conda
+  sha256: f018376037c19c38e5b55602d09653106cc4fada7db3f02f871cee7be6befcd6
+  md5: ce33cf6a4a69aa2beb93c8f7258bfe55
+  depends:
+  - __osx >=11.0
+  - python >=3.12,<3.13.0a0
+  - python >=3.12,<3.13.0a0 *_cpython
+  - python_abi 3.12.* *_cp312
+  - pyyaml >=3.10
+  license: Apache-2.0
+  license_family: APACHE
+  size: 145420
+  timestamp: 1716562106758
+- kind: conda
+  name: watchdog
+  version: 4.0.1
+  build: py312hbd25219_0
+  subdir: osx-64
+  url: https://conda.anaconda.org/conda-forge/osx-64/watchdog-4.0.1-py312hbd25219_0.conda
+  sha256: f20d599605b43e670d2f44a6ad76eb916e9d0980c70ac4df2bc527b3f005590a
+  md5: 7cecf3b27b6a0ba239695d2992a1a177
+  depends:
+  - __osx >=10.13
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
+  - pyyaml >=3.10
+  license: Apache-2.0
+  license_family: APACHE
+  size: 144881
+  timestamp: 1716561920161
 - kind: conda
   name: wheel
   version: 0.43.0
@@ -6457,6 +7644,22 @@ packages:
   license_family: MIT
   size: 57963
   timestamp: 1711546009410
+- kind: conda
+  name: win_inet_pton
+  version: 1.1.0
+  build: pyhd8ed1ab_6
+  build_number: 6
+  subdir: noarch
+  noarch: python
+  url: https://conda.anaconda.org/conda-forge/noarch/win_inet_pton-1.1.0-pyhd8ed1ab_6.tar.bz2
+  sha256: a11ae693a0645bf6c7b8a47bac030be9c0967d0b1924537b9ff7458e832c0511
+  md5: 30878ecc4bd36e8deeea1e3c151b2e0b
+  depends:
+  - __win
+  - python >=3.6
+  license: PUBLIC-DOMAIN
+  size: 8191
+  timestamp: 1667051294134
 - kind: conda
   name: xz
   version: 5.2.6
@@ -6626,3 +7829,149 @@ packages:
   license_family: Other
   size: 78260
   timestamp: 1716874280334
+- kind: conda
+  name: zstandard
+  version: 0.22.0
+  build: py312h331e495_1
+  build_number: 1
+  subdir: osx-64
+  url: https://conda.anaconda.org/conda-forge/osx-64/zstandard-0.22.0-py312h331e495_1.conda
+  sha256: ad6c48685ef9ac57a452cfdd107da7cd2dad01972502b192ba5e7eff9ebf5aab
+  md5: b355647d5ee25f78565028ace80844d1
+  depends:
+  - __osx >=10.13
+  - cffi >=1.11
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
+  - zstd >=1.5.6,<1.5.7.0a0
+  - zstd >=1.5.6,<1.6.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 410203
+  timestamp: 1718866548522
+- kind: conda
+  name: zstandard
+  version: 0.22.0
+  build: py312h5b18bf6_1
+  build_number: 1
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/zstandard-0.22.0-py312h5b18bf6_1.conda
+  sha256: 3bd22e769ea6bf2c9f59cc9905b9b43058208bde1ecca9d9f656ecd834c137d0
+  md5: 27fe79bbc4dd3767be554fb171df362c
+  depends:
+  - cffi >=1.11
+  - libgcc-ng >=12
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
+  - zstd >=1.5.6,<1.5.7.0a0
+  - zstd >=1.5.6,<1.6.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 415366
+  timestamp: 1718866454481
+- kind: conda
+  name: zstandard
+  version: 0.22.0
+  build: py312h721a963_1
+  build_number: 1
+  subdir: osx-arm64
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zstandard-0.22.0-py312h721a963_1.conda
+  sha256: 3aea4c16de85cfe932ba523dc1bdec3d267e06ee5a8528e478e6258b2f419ea5
+  md5: 13b5cc78a710f6f13ff3c5bee14355d2
+  depends:
+  - __osx >=11.0
+  - cffi >=1.11
+  - python >=3.12,<3.13.0a0
+  - python >=3.12,<3.13.0a0 *_cpython
+  - python_abi 3.12.* *_cp312
+  - zstd >=1.5.6,<1.5.7.0a0
+  - zstd >=1.5.6,<1.6.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 332966
+  timestamp: 1718866670388
+- kind: conda
+  name: zstandard
+  version: 0.22.0
+  build: py312h7606c53_1
+  build_number: 1
+  subdir: win-64
+  url: https://conda.anaconda.org/conda-forge/win-64/zstandard-0.22.0-py312h7606c53_1.conda
+  sha256: 8e7a8188c0bea8b60d2010f2640e8d3ef0b8e63e4c3c0e1cedb73b9048eaeeab
+  md5: 786be87a7cee3e81dea86dd2783ce06c
+  depends:
+  - cffi >=1.11
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
+  - ucrt >=10.0.20348.0
+  - vc >=14.2,<15
+  - vc14_runtime >=14.29.30139
+  - zstd >=1.5.6,<1.5.7.0a0
+  - zstd >=1.5.6,<1.6.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 324422
+  timestamp: 1718867030240
+- kind: conda
+  name: zstd
+  version: 1.5.6
+  build: h0ea2cb4_0
+  subdir: win-64
+  url: https://conda.anaconda.org/conda-forge/win-64/zstd-1.5.6-h0ea2cb4_0.conda
+  sha256: 768e30dc513568491818fb068ee867c57c514b553915536da09e5d10b4ebf3c3
+  md5: 9a17230f95733c04dc40a2b1e5491d74
+  depends:
+  - libzlib >=1.2.13,<2.0.0a0
+  - ucrt >=10.0.20348.0
+  - vc >=14.2,<15
+  - vc14_runtime >=14.29.30139
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 349143
+  timestamp: 1714723445995
+- kind: conda
+  name: zstd
+  version: 1.5.6
+  build: h915ae27_0
+  subdir: osx-64
+  url: https://conda.anaconda.org/conda-forge/osx-64/zstd-1.5.6-h915ae27_0.conda
+  sha256: efa04a98cb149643fa54c4dad5a0179e36a5fbc88427ea0eec88ceed87fd0f96
+  md5: 4cb2cd56f039b129bb0e491c1164167e
+  depends:
+  - __osx >=10.9
+  - libzlib >=1.2.13,<2.0.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 498900
+  timestamp: 1714723303098
+- kind: conda
+  name: zstd
+  version: 1.5.6
+  build: ha6fb4c9_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.6-ha6fb4c9_0.conda
+  sha256: c558b9cc01d9c1444031bd1ce4b9cff86f9085765f17627a6cd85fc623c8a02b
+  md5: 4d056880988120e29d75bfff282e0f45
+  depends:
+  - libgcc-ng >=12
+  - libstdcxx-ng >=12
+  - libzlib >=1.2.13,<2.0.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 554846
+  timestamp: 1714722996770
+- kind: conda
+  name: zstd
+  version: 1.5.6
+  build: hb46c0d2_0
+  subdir: osx-arm64
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zstd-1.5.6-hb46c0d2_0.conda
+  sha256: 2d4fd1ff7ee79cd954ca8e81abf11d9d49954dd1fef80f27289e2402ae9c2e09
+  md5: d96942c06c3e84bfcc5efb038724a7fd
+  depends:
+  - __osx >=11.0
+  - libzlib >=1.2.13,<2.0.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 405089
+  timestamp: 1714723101397
diff --git a/pixi.toml b/pixi.toml
index 7e2c5b8..329d22d 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -28,6 +28,14 @@ build = "*"
 [feature.build.tasks]
 build-wheel = "python -m build --no-isolation ."
 
+[feature.docs.dependencies]
+mkdocs-material = "*"
+mkdocstrings = "*"
+mkdocstrings-python = "*"
+[feature.docs.tasks]
+docs = "mkdocs serve"
+docs-build = "mkdocs build --strict"
+
 [feature.lint.dependencies]
 pre-commit = "*"
 insert-license-header = "*"
@@ -60,4 +68,5 @@ py310 = ["py310", "test"]
 py311 = ["py311", "test"]
 py312 = ["py312", "test"]
 build = ["build"]
+docs = ["docs"]
 lint = { features = ["lint"], no-default-feature = true }
diff --git a/pyproject.toml b/pyproject.toml
index e5988ec..a4d87af 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,6 +41,14 @@ ignore = [
   "N803", # https://docs.astral.sh/ruff/rules/invalid-argument-name
   "N806", # https://docs.astral.sh/ruff/rules/non-lowercase-variable-in-function
   "E501", # https://docs.astral.sh/ruff/faq/#is-the-ruff-linter-compatible-with-black
+  "D100",
+  "D101",
+  "D102",
+  "D103",
+  "D104",
+  "D105",
+  "D106",
+  "D107",
 ]
 select = [
   # pyflakes
@@ -54,8 +62,15 @@ select = [
   "N",
   # pyupgrade
   "UP",
+  # pydocstyle
+  "D",
 ]
 
+[tool.ruff.lint.pydocstyle]
+convention = "numpy"
+[tool.ruff.lint.per-file-ignores]
+"**/{tests,test_utils}/*" = ["D"]
+
 [tool.ruff.format]
 quote-style = "double"
 indent-style = "space"