[KMeans default algorithm is being set to Lloyd]

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**Is your feature request related to a problem? Please describe.**
Notebook *09_unsupervised_learning.ipynb* section "Accelerated K-Means"

_For Elkan's variant of K-Means, use algorithm="elkan". For regular KMeans, use algorithm="full". The default is "auto", which uses the full algorithm since Scikit-Learn 1.1 (it used Elkan's algorithm before that)._

**Describe the solution you'd like**
change default algorithm to "LIoyd", reference to https://github.com/scikit-learn/scikit-learn/commit/bacc91cf1d4531bcc91aa60893fdf7df319485ec

**Describe alternatives you've considered**
change default algorithm to "LIoyd", reference to https://github.com/scikit-learn/scikit-learn/commit/bacc91cf1d4531bcc91aa60893fdf7df319485ec

**Additional context**
change default algorithm to "LIoyd", reference to https://github.com/scikit-learn/scikit-learn/commit/bacc91cf1d4531bcc91aa60893fdf7df319485ec