docs(examples): add kaggle example

[jitingxu1]

Add example: Home Credit - Credit Risk Model Stability link

[codecov-commenter]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 84.94%. Comparing base (26b704a) to head (9eeea68).
Report is 15 commits behind head on main.

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #122      +/-   ##
==========================================
+ Coverage   84.54%   84.94%   +0.40%     
==========================================
  Files          24       26       +2     
  Lines        1863     1920      +57     
==========================================
+ Hits         1575     1631      +56     
- Misses        288      289       +1     

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

[deepyaman]

To be updated based on blog post content/review. Marked WIP in the meantime.

[deepyaman]

LGTM!

Couple minor things I noticed (other than the suggestion to rename):

• You have one more instance of ROOT = Path("/Users/claypot/Downloads/home-credit-credit-risk-model-stability"); do you just want to rename claypot to jitingxu or something there?
• No need to do this in this PR, or with any priority, but I think it would be ideal to use %%bash cells and render the output instead of ```bash``` in Markdown (and writing out the outputs).

Feel free to merge as is, or with the suggested notebook rename + claypot->jitingxu or something; leave it up to you!

[deepyaman]

Nit: I think Using IbisML and DuckDB for a Kaggle competition.ipynb is a more descriptive title, like you have in your post. :)

[jitingxu1]

Yeah, I will change the title and minor thing you mentioned in the above thread.