[pre-commit.ci] pre-commit autoupdate (#8827)

* [pre-commit.ci] pre-commit autoupdate

updates:
- [github.com/codespell-project/codespell: v2.2.4 → v2.2.5](codespell-project/codespell@v2.2.4...v2.2.5)
- [github.com/tox-dev/pyproject-fmt: 0.11.2 → 0.12.0](tox-dev/pyproject-fmt@0.11.2...0.12.0)

* updating DIRECTORY.md

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: github-actions <${GITHUB_ACTOR}@users.noreply.github.com>

Author: pre-commit-ci[bot]

.pre-commit-config.yaml

@@ -26,14 +26,14 @@ repos:
       - id: black
 
   - repo: https://github.com/codespell-project/codespell
-    rev: v2.2.4
+    rev: v2.2.5
     hooks:
       - id: codespell
         additional_dependencies:
           - tomli
 
   - repo: https://github.com/tox-dev/pyproject-fmt
-    rev: "0.11.2"
+    rev: "0.12.0"
     hooks:
       - id: pyproject-fmt
 

DIRECTORY.md

@@ -486,6 +486,9 @@
     * [Test Linear Algebra](linear_algebra/src/test_linear_algebra.py)
     * [Transformations 2D](linear_algebra/src/transformations_2d.py)
 
+## Linear Programming
+  * [Simplex](linear_programming/simplex.py)
+
 ## Machine Learning
   * [Astar](machine_learning/astar.py)
   * [Data Transformations](machine_learning/data_transformations.py)