sktime: Unified Framework for Machine Learning with Time Series ⏰#
sktime is an open-source Python framework that provides a unified solution for machine learning and artificial intelligence tasks with time series. It offers a consistent and easy-to-use API, similar to scikit-learn, covering everything from forecasting to classification and clustering of time series.
💡 Explanation in a nutshell#
What is sktime?
- Unified framework for ML/AI with time series
- API based on scikit-learn for easy use
- Support for multiple learning tasks
Main features:
- Forecasting
- Time series classification
- Regression and clustering
- Composite pipelines with transformations and ensembles
- Transparent governance and inclusive community
Ideal for data scientists working with temporal data.
More information at the link 👇
Also published on LinkedIn.
