Add documentation for automl.model.estimator usage

[Programmer-RD-AI]

Updated documentation across various examples and the model.py file to include information about automl.model.estimator. This addition addresses issue #1194 and enhances the clarity and usability of FLAML by providing users with clear guidance on how to utilize this feature in their AutoML workflows. By documenting automl.model.estimator, users can better understand FLAML's capabilities and improve their overall experience with the library.

Why are these changes needed?

These changes are necessary to address user feedback and improve the usability of FLAML. The addition of documentation for automl.model.estimator helps users understand how to access and utilize this feature effectively, thus enhancing their experience with the library.

Related issue number

• Fixes Document about automl.model.estimator #1194

Checks

• I've included any doc changes needed for https://microsoft.github.io/FLAML/.
• I've added tests (if relevant) corresponding to the changes introduced in this PR.
• I've made sure all auto checks have passed.

[thinkall]

Hi @Programmer-RD-AI , thank you for the PR. Could you fix the code formatting error with pre-commit? Thanks.

[dannycg1996]

Hi @thinkall - not sure what the rules are on this.
Can I have maintainer access please? Would happily find PRs like this, which are just a pre-commit hook short of being mergeable, and run the pre-commit hook.

[thinkall]

Hi @thinkall - not sure what the rules are on this. Can I have maintainer access please? Would happily find PRs like this, which are just a pre-commit hook short of being mergeable, and run the pre-commit hook.

Thank you @dannycg1996 , added you as a maintainer.
Here is the doc for pre-commit: https://microsoft.github.io/FLAML/docs/Contribute#pre-commit .

[dannycg1996]

Thanks @thinkall!
I think this should be mergeable once the tests pass.

[thinkall]

Thank you @Programmer-RD-AI and @dannycg1996 .