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Update Dockerfile to use Python 3.12-bookworm variant

Updates the ARG VARIANT in the Dockerfile to "3.12-bookworm" to match the Python version used across the project configuration, ensuring a consistent build environment.

tianyizheng02 and others added 30 commits June 1, 2024 05:17
…eAlgorithms#11420)

* Remove duplicate implementation of median of two arrays algorithm

Remove maths/median_of_two_arrays.py because the repo has two
implementations of this algorithm, with
data_structures/arrays/median_two_array.py being the other. Even though
maths/median_of_two_arrays.py is the older implementation, the newer
implementation is better documented, has better error handling, and is
already located in a more appropriate directory.

* updating DIRECTORY.md

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* use format to remove '0b'

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…ype setting in data reading process. (TheAlgorithms#11302)

* issue TheAlgorithms#11150 Ensure explicit column selection and data type setting in data reading process.

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* added doctest for all_permutations.py

* added doctest for all_subsequences.py

* added doctest for all_subsequences.py

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* doctest added

* updated

* Update backtracking/all_subsequences.py

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* Add KL divergence loss algorithm

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* Add rainfall intensity calculation function

* chore: improve fuction and coefficient documentation

* Update physics/rainfall_intensity.py

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* Remove some per file ignores

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* updating DIRECTORY.md

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* fix: modify the depracated code and add new tests

* fix: remove test from pr

* fix: remove the useless utc import

* fix: add explicit tz argument

* fix: fixes ruff checking

* Remove UP017 #noqa comments from code

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* chore: fix typos

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* Fix ruff issues

* Fix ruff issues

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* updating DIRECTORY.md

* grid = np.char.chararray((n, n))

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* ruff rule PLR1714 Consider merging multiple comparisons

* ruff rule RUF005 Consider `[*self.urls, "", "#"]` instead of concatenation

* Update emails_from_url.py

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* Add doctests to interpolation_search.py

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…Algorithms#11445)

* updating DIRECTORY.md

* Remove separate directory for gaussian_elimination_pivoting.py

Delete the directory linear_algebra/src/gaussian_elimination_pivoting/
and move its algorithm file, gaussian_elimination_pivoting.py, into the
parent src/ directory. The gaussian_elimination_pivoting/ directory only
exists because gaussian_elimination_pivoting.py reads an example numpy
array from matrix.txt, but this input file and IO operation is entirely
unnecessary because gaussian_elimination_pivoting.py already has the
exact same array hard-coded into a variable.

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* updating DIRECTORY.md

* Fix ruff

* Fix

* Fix

* Fix

* Revert "Fix"

This reverts commit 5bc3bf3.

* find_max.py: noqa: PLR1730

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* Implemented KD-Tree Data Structure

* Implemented KD-Tree Data Structure. updated DIRECTORY.md.

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* Replaced legacy `np.random.rand` call with `np.random.Generator` in kd_tree/example_usage.py

* Replaced legacy `np.random.rand` call with `np.random.Generator` in kd_tree/hypercube_points.py

* added typehints and docstrings

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* docstring for search()

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* Added tests. Updated docstrings/typehints

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* I001 for example_usage.py and test_kdtree.py

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byteninjaa0 and others added 22 commits August 30, 2025 03:28
…gorithms#11605)

* Add new test for bucket sort algorithm in sorts/bucket_sort.py

* Update fractional_knapsack.py

* Update matrix_class.py

* Update bucket_sort.py

* Update bucket_sort.py

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* Added space complexity

Space complexity of merge sort is a key factor, when compared to quick sort

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* Update README.md

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…2372)

* Adding a 3D plot to the k-means clustering algorithm

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* Update k_means_clust.py

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…thms#12946)

* Fix: is_palindrome_recursive logic for 2-char strings

* Update palindrome.py

* Update palindrome.py

* Update palindrome.py

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Bumps [actions/setup-python](https://github.com/actions/setup-python) from 5 to 6.
- [Release notes](https://github.com/actions/setup-python/releases)
- [Commits](actions/setup-python@v5...v6)

---
updated-dependencies:
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* Adding the function isProthNumber(n : int) which returns true if n is a Proth number

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* Fixes on isprothnumber()

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* Update proth_number.py

* Update proth_number.py

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* fix covid_stats_via_xpath.py

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* Added edit_distance test cases

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…heAlgorithms#12991)

* Add doctests for cross function. Contributes to TheAlgorithms#9943

* Update sudoku_solver.py

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