diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index a875749..1a3ca9e 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -4,7 +4,7 @@ ci:
   autofix_prs: false
 repos:
     - repo: https://github.com/pre-commit/pre-commit-hooks
-      rev: v4.4.0
+      rev: v4.5.0
       hooks:
         - id: trailing-whitespace
         - id: end-of-file-fixer
@@ -13,7 +13,7 @@ repos:
         - id: check-ast
         - id: check-merge-conflict
     - repo: https://github.com/kynan/nbstripout
-      rev: 0.6.1
+      rev: 0.7.1
       hooks:
         - id: nbstripout
           args:
@@ -21,7 +21,7 @@ repos:
           - --keep-count
           - --keep-output
     - repo: https://github.com/astral-sh/ruff-pre-commit
-      rev: v0.2.1
+      rev: v0.3.4
       hooks:
         - id: ruff
           args:
diff --git a/docs/figures-gen/make-cpd-movie.ipynb b/docs/figures-gen/make-cpd-movie.ipynb
index e2876fd..a3c5d9f 100644
--- a/docs/figures-gen/make-cpd-movie.ipynb
+++ b/docs/figures-gen/make-cpd-movie.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "ee8310a4-8773-4d81-b57e-723e97f14104",
+   "id": "0",
    "metadata": {},
    "source": [
     "## Create movies of detection"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "4feeba70-0dfc-43d7-8483-7e747bbc67dd",
+   "id": "1",
    "metadata": {
     "tags": []
    },
@@ -31,7 +31,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "de80b833-363c-4fe1-b803-922b3c5a27b2",
+   "id": "2",
    "metadata": {
     "tags": []
    },
@@ -44,7 +44,7 @@
   {
    "cell_type": "code",
    "execution_count": 5,
-   "id": "06187197-0d28-4437-96f4-afefa9308689",
+   "id": "3",
    "metadata": {
     "tags": []
    },
@@ -58,7 +58,7 @@
   {
    "cell_type": "code",
    "execution_count": 6,
-   "id": "456e495f-966d-42cf-b39f-379911b6653d",
+   "id": "4",
    "metadata": {
     "tags": []
    },
@@ -81,7 +81,7 @@
   {
    "cell_type": "code",
    "execution_count": 7,
-   "id": "7a86d907-669c-42e8-83d8-7dfe5b1807ec",
+   "id": "5",
    "metadata": {
     "tags": []
    },
@@ -115,7 +115,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "ebe8e317-3026-4269-9e7d-6bb010db03a3",
+   "id": "6",
    "metadata": {},
    "source": [
     "## Signal"
@@ -124,7 +124,7 @@
   {
    "cell_type": "code",
    "execution_count": 8,
-   "id": "6006509d-f8e0-4f6f-a46b-ad7c3c90e31c",
+   "id": "7",
    "metadata": {
     "tags": []
    },
@@ -191,7 +191,7 @@
   {
    "cell_type": "code",
    "execution_count": 9,
-   "id": "1d2f37f2-2839-4fd2-9bf5-b96887ce6ef1",
+   "id": "8",
    "metadata": {
     "tags": []
    },
@@ -203,7 +203,7 @@
   {
    "cell_type": "code",
    "execution_count": 10,
-   "id": "7145918a-dfe4-41ea-9fcd-c7d2bf4cd319",
+   "id": "9",
    "metadata": {
     "tags": []
    },
@@ -214,7 +214,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "1a6d741a-3d61-4017-b400-641ffb7d2c2a",
+   "id": "10",
    "metadata": {},
    "source": [
     "## System"
@@ -223,7 +223,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "4acd28ab-9395-4bd3-bf57-d01e841ddf66",
+   "id": "11",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -235,7 +235,7 @@
   {
    "cell_type": "code",
    "execution_count": 42,
-   "id": "f0a24221-7aa4-4f57-9b7d-de7efaed61b5",
+   "id": "12",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -315,7 +315,7 @@
   {
    "cell_type": "code",
    "execution_count": 43,
-   "id": "8d75f1c6-9b84-4703-b870-ca8e4330d9ab",
+   "id": "13",
    "metadata": {},
    "outputs": [
     {
@@ -370,7 +370,7 @@
   {
    "cell_type": "code",
    "execution_count": 39,
-   "id": "e08a88b6-8838-456a-b650-cdf098c280a0",
+   "id": "14",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -380,7 +380,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "72edc292-c175-4887-9cac-fdfea7c29be7",
+   "id": "15",
    "metadata": {},
    "outputs": [],
    "source": []
diff --git a/docs/tutorials/00-Introducing-dupin/00-index.ipynb b/docs/tutorials/00-Introducing-dupin/00-index.ipynb
index 752eac9..69ca819 100644
--- a/docs/tutorials/00-Introducing-dupin/00-index.ipynb
+++ b/docs/tutorials/00-Introducing-dupin/00-index.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "184036df-6227-4dd6-8558-b4a97b95f579",
+   "id": "0",
    "metadata": {},
    "source": [
     "# Introducting dupin\n",
@@ -17,7 +17,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "178a8387-9138-499a-92c0-93ef15c98505",
+   "id": "1",
    "metadata": {
     "nbsphinx-toctree": {
      "maxdepth": 1
@@ -36,7 +36,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "925f0eb1-baa0-44f1-96fc-4c48acc02ad4",
+   "id": "2",
    "metadata": {
     "tags": []
    },
@@ -46,7 +46,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "23be74a3-d26d-4b70-ad4c-827c433bc16c",
+   "id": "3",
    "metadata": {
     "nbsphinx": "hidden",
     "tags": []
diff --git a/docs/tutorials/00-Introducing-dupin/01-basic-approach.ipynb b/docs/tutorials/00-Introducing-dupin/01-basic-approach.ipynb
index dfe38cf..536a8de 100644
--- a/docs/tutorials/00-Introducing-dupin/01-basic-approach.ipynb
+++ b/docs/tutorials/00-Introducing-dupin/01-basic-approach.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "f1ebdc87-7048-4d26-b592-3920cc8fc0cc",
+   "id": "0",
    "metadata": {},
    "source": [
     "# Basic Approach\n",
@@ -36,7 +36,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "34e9a7d8-10c0-418a-a0c6-8fb41654eebd",
+   "id": "1",
    "metadata": {
     "nbsphinx": "hidden",
     "tags": []
diff --git a/docs/tutorials/00-Introducing-dupin/02-data-pipeline.ipynb b/docs/tutorials/00-Introducing-dupin/02-data-pipeline.ipynb
index f0548f1..ec9aea5 100644
--- a/docs/tutorials/00-Introducing-dupin/02-data-pipeline.ipynb
+++ b/docs/tutorials/00-Introducing-dupin/02-data-pipeline.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "cd783fa3-301a-48fa-8995-8668b4455366",
+   "id": "0",
    "metadata": {},
    "source": [
     "# Setting up a Data Pipeline\n",
@@ -23,7 +23,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "b9f4d0e9-ae52-407f-8296-6e928489c561",
+   "id": "1",
    "metadata": {
     "tags": []
    },
@@ -36,7 +36,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0f3a757b-1626-449d-821d-4f0f99b21c3a",
+   "id": "2",
    "metadata": {},
    "source": [
     "## The data module\n",
@@ -68,7 +68,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "a124fb81-2a90-4c54-b003-b5a103aba6b9",
+   "id": "3",
    "metadata": {
     "tags": []
    },
@@ -83,7 +83,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "9f5d4c75-e671-4625-975a-29114c405555",
+   "id": "4",
    "metadata": {},
    "source": [
     "## Builder syntax\n",
@@ -106,7 +106,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "b96ac587-d12d-426b-81ee-888f8333cd75",
+   "id": "5",
    "metadata": {
     "tags": []
    },
@@ -121,7 +121,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "52078405-31ea-4510-96f1-bdfb89f560f7",
+   "id": "6",
    "metadata": {},
    "source": [
     "## Reducers\n",
@@ -145,7 +145,7 @@
   {
    "cell_type": "code",
    "execution_count": 4,
-   "id": "70e38008-9dc0-47a5-8c90-ab2707ee907f",
+   "id": "7",
    "metadata": {
     "tags": []
    },
@@ -156,7 +156,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "39fee380-029a-493a-b95a-1d597348cec2",
+   "id": "8",
    "metadata": {
     "nbsphinx": "hidden",
     "tags": []
diff --git a/docs/tutorials/00-Introducing-dupin/03-collecting-data.ipynb b/docs/tutorials/00-Introducing-dupin/03-collecting-data.ipynb
index 372427a..50c4ad1 100644
--- a/docs/tutorials/00-Introducing-dupin/03-collecting-data.ipynb
+++ b/docs/tutorials/00-Introducing-dupin/03-collecting-data.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "7eca3b5b-2026-4fa4-9eb9-891a07055927",
+   "id": "0",
    "metadata": {},
    "source": [
     "# Collecting Data\n",
@@ -22,7 +22,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "3b4c6b84-e2e3-4869-90b0-8a16e6f39e18",
+   "id": "1",
    "metadata": {
     "tags": []
    },
@@ -39,7 +39,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "1595ac4a-3278-4b0f-a185-561f955c3ca5",
+   "id": "2",
    "metadata": {
     "tags": []
    },
@@ -64,7 +64,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "fb1af1f7-b24b-4747-81cd-fbe2eb12615d",
+   "id": "3",
    "metadata": {},
    "source": [
     "## Create the generator\n",
@@ -75,7 +75,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "d77d099e-eb0b-4d7b-b7e9-3501d49c1ae7",
+   "id": "4",
    "metadata": {
     "tags": []
    },
@@ -91,7 +91,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e13339b0-264c-4cf5-92d4-8c2700ddef29",
+   "id": "5",
    "metadata": {},
    "source": [
     "## Calling the Generator\n",
@@ -110,7 +110,7 @@
   {
    "cell_type": "code",
    "execution_count": 4,
-   "id": "8227e5f2-1bf4-48ab-a090-3a6a58e7292a",
+   "id": "6",
    "metadata": {
     "tags": []
    },
@@ -156,7 +156,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "f59b9b57-ea42-4f04-aa86-2f837a60be2a",
+   "id": "7",
    "metadata": {},
    "source": [
     "## Data Collection\n",
@@ -169,7 +169,7 @@
   {
    "cell_type": "code",
    "execution_count": 5,
-   "id": "523397bd-09d6-4eea-bf3b-56c57ac4fe05",
+   "id": "8",
    "metadata": {
     "tags": []
    },
@@ -180,7 +180,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "ab8de7f3-8606-4ef4-b4f5-17326a4d4f5b",
+   "id": "9",
    "metadata": {},
    "source": [
     "For this tutorial, we will use the `accumulate` method which is a bit simpler to use than `compute`.\n",
@@ -194,7 +194,7 @@
   {
    "cell_type": "code",
    "execution_count": 6,
-   "id": "79ab0a54-5d5c-4628-868f-4ad41e3ff482",
+   "id": "10",
    "metadata": {
     "tags": []
    },
@@ -402,7 +402,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "9442fb14-6f3d-4c96-866f-496caba41b9d",
+   "id": "11",
    "metadata": {},
    "source": [
     "Now we have finished the event detection method to the fourth step, aggregate.\n",
@@ -411,7 +411,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "649bb67e-3375-4d38-ae42-69e9be470b25",
+   "id": "12",
    "metadata": {
     "nbsphinx": "hidden",
     "tags": []
diff --git a/docs/tutorials/00-Introducing-dupin/04-feature-selection.ipynb b/docs/tutorials/00-Introducing-dupin/04-feature-selection.ipynb
index 56c51c0..c0b67f6 100644
--- a/docs/tutorials/00-Introducing-dupin/04-feature-selection.ipynb
+++ b/docs/tutorials/00-Introducing-dupin/04-feature-selection.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "6afc22f4-9b50-4950-b295-f6e66b69ac85",
+   "id": "0",
    "metadata": {},
    "source": [
     "# Feature Selection\n",
@@ -22,7 +22,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "5fae379d-9e27-4900-958c-59cdf293e2b5",
+   "id": "1",
    "metadata": {
     "tags": []
    },
@@ -38,7 +38,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "eb984473-340d-406a-b4b3-ebafa2ab1a10",
+   "id": "2",
    "metadata": {
     "tags": []
    },
@@ -63,7 +63,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "b2e9607d-a29f-47bd-8c76-c8df460ba257",
+   "id": "3",
    "metadata": {},
    "source": [
     "## Load the Data\n",
@@ -74,7 +74,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "2784f8d4-6bbc-451c-8e6c-b905aec86e5e",
+   "id": "4",
    "metadata": {
     "tags": []
    },
@@ -87,7 +87,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "df66e067-55e3-4285-935a-8e59154b8933",
+   "id": "5",
    "metadata": {},
    "source": [
     "## Transforming the Signal\n",
@@ -122,7 +122,7 @@
   {
    "cell_type": "code",
    "execution_count": 4,
-   "id": "ecb3769d-af52-4cd8-928a-eb123f0edeb9",
+   "id": "6",
    "metadata": {
     "tags": []
    },
@@ -309,7 +309,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "3fb9382e-4287-4a45-a322-393f19dfd1f0",
+   "id": "7",
    "metadata": {},
    "source": [
     "In this particular case the number of features remains roughly the same as most of our features underwent a mean shift through the nucleation process.\n",
@@ -319,7 +319,7 @@
   {
    "cell_type": "code",
    "execution_count": 5,
-   "id": "504ee8f5-236f-4f12-8e0c-4149e9a2ae14",
+   "id": "8",
    "metadata": {
     "tags": []
    },
@@ -330,7 +330,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "f0a22da1-6f74-4114-9e93-9cec23788e50",
+   "id": "9",
    "metadata": {
     "nbsphinx": "hidden",
     "tags": []
diff --git a/dupin/data/__init__.py b/dupin/data/__init__.py
index 21eca38..39a6843 100644
--- a/dupin/data/__init__.py
+++ b/dupin/data/__init__.py
@@ -59,6 +59,7 @@ def generator():
         pass
 
 """
+
 from . import aggregate, base, freud, logging, map, reduce, spatial
 from .base import make_generator
 
diff --git a/dupin/data/aggregate.py b/dupin/data/aggregate.py
index 5addc25..0ebee25 100644
--- a/dupin/data/aggregate.py
+++ b/dupin/data/aggregate.py
@@ -4,7 +4,6 @@
 provides methods for storing the output across a trajectory.
 """
 
-
 from collections.abc import Iterator
 from typing import Any, Optional
 
diff --git a/dupin/preprocessing/__init__.py b/dupin/preprocessing/__init__.py
index adc8f53..451312f 100644
--- a/dupin/preprocessing/__init__.py
+++ b/dupin/preprocessing/__init__.py
@@ -3,6 +3,7 @@
 This module provides resources for the transformation step of the event
 detection pipeline.
 """
+
 from . import filter, signal, supervised
 
 __all__ = ("filter", "signal", "supervised")
diff --git a/dupin/preprocessing/supervised.py b/dupin/preprocessing/supervised.py
index ca9f203..05a689a 100644
--- a/dupin/preprocessing/supervised.py
+++ b/dupin/preprocessing/supervised.py
@@ -172,7 +172,7 @@ def test_size(self):
 
     @test_size.setter
     def test_size(self, value):
-        if value <= 0.0 or value >= 1.0:  # noqa: PLR2004
+        if value <= 0.0 or value >= 1.0:
             msg = "test_size must be between 0 and 1."
             raise ValueError(msg)
         self._test_size = value
diff --git a/tests/data/test_reduce.py b/tests/data/test_reduce.py
index 3e4d77f..143a4bc 100644
--- a/tests/data/test_reduce.py
+++ b/tests/data/test_reduce.py
@@ -304,9 +304,9 @@ def validate_logger(cls, instance, input_, output, logger):
 
 
 class CustomReducerValidator:
-    cls: typing.ClassVar[
-        du.data.base.DataReducer
-    ] = du.data.reduce.CustomReducer
+    cls: typing.ClassVar[du.data.base.DataReducer] = (
+        du.data.reduce.CustomReducer
+    )
     constructor_args: typing.ClassVar[dict[str, typing.Any]] = {
         "custom_function": lambda d: {"first": d[0]}
     }
diff --git a/tests/detect/test_costs.py b/tests/detect/test_costs.py
index 523f625..e1efc6b 100644
--- a/tests/detect/test_costs.py
+++ b/tests/detect/test_costs.py
@@ -53,9 +53,9 @@ def test_error(self, perfect_signal):
 
 
 class TestLinearCost(BaseCostLinearTest):
-    cls: typing.ClassVar[
-        du.detect.costs.BaseLinearCost
-    ] = du.detect.costs.CostLinearFit
+    cls: typing.ClassVar[du.detect.costs.BaseLinearCost] = (
+        du.detect.costs.CostLinearFit
+    )
     additional_constants: typing.ClassVar[dict[str, typing.Any]] = {
         "model": "linear_regression"
     }
@@ -76,9 +76,9 @@ def test_error_noise(self, rng, perfect_signal):
 
 
 class TestBiasedCost(BaseCostLinearTest):
-    cls: typing.ClassVar[
-        du.detect.costs.BaseLinearCost
-    ] = du.detect.costs.CostLinearBiasedFit
+    cls: typing.ClassVar[du.detect.costs.BaseLinearCost] = (
+        du.detect.costs.CostLinearBiasedFit
+    )
     additional_constants: typing.ClassVar[dict[str, typing.Any]] = {
         "model": "biased_linear_regression"
     }