Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Update chapter 7 - added local regression #15

Open
wants to merge 1 commit into
base: master
Choose a base branch
from
Open

Update chapter 7 - added local regression #15

wants to merge 1 commit into from

Conversation

xavierbourretsicotte
Copy link

  • 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
Copy link
Owner

Great, thanks!
I will either copy part of the code (crediting you of course) or link to your notebook.

@xavierbourretsicotte
Copy link
Author

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.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

Successfully merging this pull request may close these issues.

2 participants