Add README

[csadorf]

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📥 Commits

Reviewing files that changed from the base of the PR and between e179377 and 6f4de72.

📒 Files selected for processing (1)

• README.md

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📝 Walkthrough

Summary by CodeRabbit

• Documentation
  • Updated project title to "nvForest - Highly Optimized Decision Tree Inference"
  • Expanded README with comprehensive overview and usage examples
  • Added GPU inference examples for XGBoost and scikit-learn
  • Included sections on supported models, inference modes, performance tuning, installation, and contribution guidelines

Walkthrough

The README.md file was substantially expanded to introduce the project as "nvForest - Highly Optimized Decision Tree Inference" with comprehensive documentation including usage examples, supported models, inference modes, performance tuning options, and sections on installation, building, contributing, and contact information.

Changes

Cohort / File(s)	Summary
README Documentation README.md	Replaced simple header with full tutorial-style documentation including project title, overview, GPU inference examples, supported models, inference modes, performance tuning, installation, build instructions, contributing guidelines, and contact information.

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~5 minutes

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[btepera]

Do we have a PR open to add this to the install selector or is this something we are planning to do?

[csadorf]

We still need a PR for that, I can create that.

[btepera]

Suggested change

	Find out more on the [RAPIDS site](https://rapids.ai/community.html).
	For bug reports or feature requests, please [file an issue](https://github.com/rapidsai/nvforest/issues/new) on GitHub.
	For questions or discussion about nvForest or tree model inference, reach out in the [RAPIDS Slack](https://rapids.ai/slack-invite) workspace.```

[btepera]

I think some of the content on that webpage is outdated so suggested this, but feel free to modify.

[csadorf]

Should we maybe push to modernize https://rapids.ai/community.html instead ?

[csadorf]

/merge