Perpetual ML Suite
Overview of Perpetual ML Suite
Perpetual ML Suite is an all-in-one, low-code/no-code native application for modern data warehouses, offering 100x faster machine learning. It empowers businesses to unlock insights and actions from their data in minutes instead of days.
Key features include:
- PerpetualBooster: Provides 100x faster initial training with its built-in generalization algorithm.
- Continual Learning: Continuously trains models without starting from scratch.
- Confident Decisions: Offers better confidence intervals with state-of-the-art conformal prediction algorithms.
- Model Monitoring: Detects distribution shift with confidence.
- ML Tasks: Supports tabular classification, regression, time series, learning to rank, and text classification using embeddings.
- Portable: Currently being developed for Snowflake and soon for Databricks and other data warehouses.
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