Traditional ML stack

CatBoost
Synthefy-Nori-V1 — Replaces XGBoost
·→Synthefy turns tables, time series, metrics, and business context into forecasts, scenarios, and decisions teams can build on.
Synthefy foundation models remove feature engineering, model selection, and hyperparameter optimization from structured-data prediction.

CatBoost
Open-source foundation models for tabular prediction and forecasting in your applications.
Best performer on multivariate and multimodal time series benchmarks (Coming Soon)
Advancing time series AI for defense and national security applications
Breakthrough research in multivariate time series synthesis and forecasting
Breakthrough PPG heart rate monitoring running on edge microcontrollers