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Upgrade Linear Regression with Fully Vectorized Implementation and add a naive implementation for beginners #13205

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enhancementThis PR modified some existing files
@somrita-banerjee

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@somrita-banerjee

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I noticed that the current linear_regression.py
Implementation is partially vectorized but still uses Python loops and manual parsing in some places. I think for a learning platform, we should include both naive and vectorized algorithms.

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