What is functime?
functime is a Python library designed for time-series machine learning. It provides a comprehensive suite of tools to handle forecasting tasks efficiently, particularly with large-scale datasets. The library is equipped with functionalities for evaluating forecasts and analyzing results, making it suitable for a wide range of time-series applications.
Built for extensive scalability, functime assists data scientists and machine learning engineers. The library offers in-depth documentation and API references to ease integration and application in various projects.
Features
- Forecasting: Tools and methods for time-series forecasting.
- Evaluation: Functions for scoring, ranking, and plotting forecasts.
- Analysis: LLM Forecast Analysts for analyzing trend, seasonality, and causal factors.
- Scalability: Designed to handle large-scale time-series datasets.
- API: Comprehensive API for integration and application.
Use Cases
- Large-scale time-series forecasting
- Predictive modeling
- Trend analysis
- Seasonality analysis
- Causal factor analysis in forecasts
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