timeseries-oracle

What problem does it solve?

TimeSeriesOracle provides production-grade forecasting for time series with uncertainty quantification, enabling better planning, anomaly detection, and scenario analysis.

Core Features & Use Cases

• Decomposition-first forecasting to separate trend, seasonality, and residuals.
• Model selection guidance for Prophet, ARIMA/SARIMA, VAR, LightGBM, and LSTM, plus ensemble approaches.
• Anomaly detection, prediction intervals, and scenario planning for Base/Bull/Bear projections.

Quick Start

Load your time series data and initialize TimeSeriesOracle to start forecasting with uncertainty quantification.