Perpetual ML
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About
Perpetual ML is a scalable, explainable, end-to-end ML suite designed for modern data warehouses. It boasts 100x faster initial training thanks to its built-in generalization algorithm, enabling businesses to unlock insightful data actions in minutes. The suite supports continual learning and enhances decision-making with superior confidence intervals using state-of-the-art algorithms. Suitable for various ML tasks including classification and regression, it promises easy monitoring and does not require specialized hardware. Ideal for users seeking efficiency without being locked into a vendor-specific solution.
Platform
Task
Features
• effortless parallelism
• model monitoring and distribution shift detection
• continual learning
• 100x faster initial training
• better confidence intervals
• natural decision boundaries for geographic data
• suitable for various ml tasks
• portable across data warehouses
• no specialized hardware required
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