* 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
Co-authored-by: Christian Clauss <cclauss@me.com>
* Update data_structures/kd_tree/example/hypercube_points.py
Co-authored-by: Christian Clauss <cclauss@me.com>
* 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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Co-authored-by: Christian Clauss <cclauss@me.com>
