* Implemented KD-Tree Data Structure
* Implemented KD-Tree Data Structure. updated DIRECTORY.md.
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* Create __init__.py
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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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* updated tests and used | for type annotations
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* E501 for build_kdtree.py, hypercube_points.py, nearest_neighbour_search.py
* I001 for example_usage.py and test_kdtree.py
* I001 for example_usage.py and test_kdtree.py
* Update data_structures/kd_tree/build_kdtree.py
Co-authored-by: Christian Clauss <cclauss@me.com>
* Update data_structures/kd_tree/example/hypercube_points.py
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* Update data_structures/kd_tree/example/hypercube_points.py
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* Added new test cases requested in Review. Refactored the test_build_kdtree() to include various checks.
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* Considered ruff errors
* Considered ruff errors
* Apply suggestions from code review
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* Update kd_node.py
* imported annotations from __future__
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* 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.
* updating DIRECTORY.md
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* Create count_vowels.py
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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
* Update get_top_billionaires.py
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* Update get_top_billionaires.py
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* issue #11150 Ensure explicit column selection and data type setting in data reading process.
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* use format to remove '0b'
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* fix: error message for float input
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* 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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* updating DIRECTORY.md
* Fix some SIM114 per file ignores
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* Fix review issue
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* Use `spawn` start method in multiprocessing programs
* Set `spawn` start method in doctest
* Use `with` statement for locks
* Pass multiprocessing context explicitly
* Enable ruff S113 rule
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* Add doctests in all functions in basic_string.py
* Revert back to original basic_string.py
* Add doctest in basic_string.py
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* Update genetic_algorithm/basic_string.py
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