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Samples for Intel® oneAPI Toolkits

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# Existing Sample Changes ## Description Restructured this sample to match the new sample, updated some branding, added some sections, and included Windows information as included in the samples.json file....

# Adding a New Sample(s) ## Description Add [GPU Optimization Guide](https://www.intel.com/content/www/us/en/develop/documentation/oneapi-gpu-optimization-guide/top.html) examples under Publications/GPU-Opt-Guide ## Checklist Administrative - [X] Review sample design with the appropriate [Domain Expert](https://github.com/oneapi-src/oneAPI-samples/wiki/Reviewers-and-Domain-Experts): Paul Petersen @pmpeter1...

# 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...

# Existing Sample Changes ## Description Updated to match new template structure. Added Windows information. Fixed formatting issues. Updated devcloud information. Fixes Issue# ## External Dependencies N/A ## Type of...

# Existing Sample Changes ## Description Removed FPGA hardware from optimized for table. Fixes Issue# ## External Dependencies N/A ## Type of change Please delete options that are not relevant....

# Existing Sample Changes ## Description Restructured readme to match new template. Updated branding. Rewrote for clarity and added some Windows information. Fixes Issue# ## External Dependencies N/A ## Type...

# Existing Sample Changes ## Description Restructured to match new template. Corrected Windows build information. Fixed some formatting issues. Fixes Issue# ## External Dependencies N/A ## Type of change Please...

# Existing Sample Changes ## Description Updated structure to match new template. Rewrote sections for clarity. Updated Windows information. Added missing sections and information. Fixes Issue# ## External Dependencies N/A...

# Adding a New Sample(s) ## Description The sample is a guided Jacobi Iterative solver showcasing the benefits of a GPU and a multi GPU offload ## Checklist Administrative -...

# Existing Sample Changes ## Description The DevCloud uses a batch system for processing. To get the samples to run, users need to know how to create the script or...