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Download HELIX - Holistic Optimization For Accelerating Iterative Machine Learning by ['Jexia'] in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About HELIX - Holistic Optimization For Accelerating Iterative Machine Learning
This document describes Helix, a declarative machine learning system that optimizes machine learning workflows across iterations. It captures a wide variety of application needs within its Scala DSL. The key challenge in machine learning is rapid iteration - Helix aims to optimize workflow execution across iterations by intelligently caching and reusing intermediates. This allows workflows to run much faster than systems that rerun everything from scratch for each change.
Detailed Information
| Author: | ['Jexia'] |
|---|---|
| Publication Year: | 2018 |
| Pages: | 17 |
| Language: | English |
| Format: | |
| Price: | FREE |
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