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xavierbourretsicotte
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  • Added section on local regression using Numpy implementation (based on Alexandre Manfort's code) as well as a statsmodel implementation.
  • Reproduction of figure 7.9 page 281 of the ISLR book
  • Mathematical derivation of the vectorized implementation in Numpy
    Let me know what you think ! This is my first pull request indeed

- Added section on local regression using Numpy implementation (based on Alexandre Manfort's code) as well as a statsmodel implementation. 
- Reproduction of figure 7.9 page 281 of the ISLR book
- Mathematical derivation of the vectorized implementation in Numpy
@JWarmenhoven
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Great, thanks!
I will either copy part of the code (crediting you of course) or link to your notebook.

@xavierbourretsicotte
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Sure, no problem. I am working on different bits and pieces as well as part of a self learning sabbatical. Currently doing the chapter 6 subset selection for example. I will push to you an update when I have a few more ready.

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2 participants