Introducing Functime, the ultimate time-series machine learning tool for modern business forecasting at scale. With its lightning-fast speed and exceptional memory usage, Functime sets itself apart from the competition.
Gone are the days of waiting endlessly for forecasts to complete. Functime can forecast, backtest, and score a staggering 100,000 time series in under 10 seconds – that’s 100 times faster than other tools like Amazon Forecast and u8darts. Its impressive speed allows you to iterate through forecasts and make data-driven decisions more efficiently.
But Functime isn’t just about speed. It seamlessly integrates external data such as holiday, weather, and economic data to support exogenous features and causal analysis. You can easily add this data through API integrations or by using your own datasets.
When it comes to interpreting your forecasts, Functime provides out-of-the-box utilities for adding exogenous features and understanding feature importance. With feature importance plots, Shapley values, and sensitivity analysis, you can gain valuable insights into your predictions and make informed decisions.
One standout feature of Functime is its GPT-4-enabled trend-seasonality analysis. This advanced functionality allows you to fully customize and fine-tune a GPT-4 model to describe and justify every prediction. With Functime, you can take your forecasting to the next level with unparalleled accuracy and interpretability.
Sharing your visualizations is a breeze with Functime. The tool leverages the power of ECharts and Plotly libraries, enabling you to generate stunning visualizations and instantly share them with data scientists and business stakeholders. You can also embed these visualizations directly into your own products for seamless integration.
Functime doesn’t stop there. It offers blazing-fast hyperparameter tuning and supports embarrassingly-parallel and robust probabilistic forecasts using state-of-the-art techniques like quantile regression and conformal prediction. If you have messy or numerous zeros in your datasets, Functime even has options for zero-inflated and censored forecasts.
In summary, Functime is a powerful and user-friendly API for AI/ML forecasting. It empowers you to effortlessly run and scale time-series machine learning models in the cloud, revolutionizing the way you approach forecasting. Say goodbye to slow and clunky tools – Functime is here to accelerate your forecasting journey.
