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* add similarity_search.py in machine_learning
adding similarity_search algorithm in machine_learning

* fix pre-commit test, apply feedback

isort, codespell changed.
applied feedback(np -> np.ndarray)

* apply feedback

add type hints to euclidean method

* apply feedback

- changed euclidean's type hints
- changed few TypeError to ValueError
- changed range(len()) to enumerate()
- changed error's strings to f-string
- implemented without type()
- add euclidean's explanation

* apply feedback

- deleted try/catch in euclidean
- added error tests
- name change(value -> value_array)

* # doctest: +NORMALIZE_WHITESPACE

* Update machine_learning/similarity_search.py

* placate flake8

Co-authored-by: Christian Clauss <cclauss@me.com>
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README.md

The Algorithms - Python

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All algorithms implemented in Python (for education)

These implementations are for learning purposes only. Therefore they may be less efficient than the implementations in the Python standard library.

Contribution Guidelines

Read our Contribution Guidelines before you contribute.

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List of Algorithms

See our directory.

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