Extension for scikit-learn: Accelerate Workflows with Two Lines of Code

Capabilities of modern hardware are oftentimes underexploited in popular software libraries. Scikit-learn has grown into an industry standard with user-friendly APIs and well-known idioms that users love, but data analytics pipelines oftentimes require a stepup in efficiency and performance.

Extension for scikit-learn addresses these gaps by proposing optimized alternatives to selected algorithms without any significant code changes on the user side.

This talk will demonstrate how to make machine learning workflows run efficiently by leveraging the UXL Extension for scikit-learn, and will dive into the details of how this works behind the scenes and avenues for future integrations.