Perpetual ML

Perpetual ML offers an ML Suite app designed for large scale datasets. We bring state-of-the-art machine learning and decision science to where your data lives. Currently under development for Snowflake, with future plans to expand to Databricks and other data warehousing solutions. Unlock the best insights and actions from your data in minutes not in days! Features: - Integrated Jupyter Lab - Automated descriptive analytics - Automated data quality checks - Automated model training with PerpetualBooster: github.com/perpetual-ml/perpetual - Experiment tracking - Automated full conformal predictive distribution for the best business actions - Automated model deployment - Automated model monitoring - Automated data drift and concept drift detection (alert based on your significance threshold) - Automated continuous learning with drift detection (don't throw away old model) - Model registry Perpetual ML is included in the startup programs of Microsoft, Snowflake, and ITU Seed.