Functime: Revolutionizing Time Series Forecasting

Functime is an innovative automated machine learning (AutoML) tool designed to accelerate time series forecasting, backtesting, and scoring. With unparalleled speed, Functime can process 100,000 time series in under 10 seconds, outperforming other tools by a factor of 100.

Seamless Integration

Functime seamlessly incorporates holiday, weather, economic, and external data to support exogenous features and causal analysis. This comprehensive integration enables you to uncover hidden patterns and relationships in your data.

Comprehensive Interpretation

Functime's feature importance plots, Shapley values, and sensitivity analysis provide a deep dive into forecast interpretations. Gain insights into the impact of individual factors on your predictions and make informed decisions.

Trend-Seasonality Analysis & Visualizations

Leverage GPT-4-enabled trend-seasonality analysis and powerful visualizations using ECharts and Plotly libraries to gain a deeper understanding of your data. Functime's advanced analytics capabilities enable you to uncover hidden patterns and relationships in your time series.

Fast Hyperparameter Tuning & Probabilistic Forecasts

Functime provides fast hyperparameter tuning, allowing you to quickly experiment with different models and parameters. Additionally, it supports probabilistic forecasts using quantile regression, enabling you to quantify uncertainty and make more informed decisions.

Zero-Inflated & Censored Forecast Options

Functime offers zero-inflated and censored forecast options for datasets with messy or numerous zeros. This flexibility makes it an ideal tool for tackling complex forecasting challenges.

API for AI/ML Forecasting

Functime's easy-to-use API provides a powerful platform for AI and machine learning professionals to streamline their time series forecasting workflows. With its exceptional speed, comprehensive analytics, and flexible forecasting options, Functime is poised to revolutionize the world of time series forecasting.