20220815 xgboost initial commit

[bjodom]

Adding a New Sample(s)

Description

Predictive Modeling using decision trees, bagging and XGBoost. This uses Intel's AI Kit and Jupyter Notebooks.

Checklist

Administrative

• [ x] Review sample design with the appropriate Domain Expert: Bob Chesebrough
• [ ] If you have any new dependencies/binaries, inform the oneAPI Code Samples Project Manager

Code Development

• [x ] Implement coding guidelines and ensure code quality. see wiki for details
• [x ] Adhere to readme template
• [ ] Enforce format via clang-format config file
• [x ] Adhere to sample.json specification. https://github.com/oneapi-src/oneAPI-samples/wiki/sample-json-specification
• [ ] Ensure/create CI test configurations for sample (ciTests field) https://github.com/oneapi-src/oneAPI-samples/wiki/sample-json-ci-test-object
• [ ] Run jsonlint on sample.json to verify json syntax. www.jsonlint.com

Security and Legal

• [ ] OSPDT Approval (see Project Manager for assistance)
• [ ] Compile using the following compiler flags and fix any warnings, the falgs are: "/Wall -Wformat-security -Werror=format-security"
• [ ] Bandit Scans (Python only)
• [ ] Virus scan

Review

• [ ] Review DPC++ code with Paul Peterseon. (GitHub User: pmpeter1)
• [ ] Review readme with Tom Lenth(@tomlenth) and/or Project Manager
• [x ] Tested using Dev Cloud when applicable