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https://www.youtube.com/watch?v=SiJ7msKvjrk
Link to github repo: https://github.com/geeksnome/machine-learning-made-easy/blob/master/locally_weighted_regression.py
Note: 'k' is the bandwidth value for the kernel to denote how fast or slow the weights fall off as and when we move away from the given point.
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https://www.youtube.com/watch?v=EPigkjWoIZI