sktime: A Unified Framework for Time Series Machine Learning in Python

Summary

sktime is an open-source Python library designed for comprehensive time series analysis and machine learning. It provides a modular and unified framework, built on principles similar to scikit-learn, to handle various time series-related tasks efficiently.

Problem Solved

Working with time series data often involves stitching together disparate libraries with inconsistent interfaces for different tasks (forecasting, classification, etc.). sktime standardizes this process, reducing complexity and enabling easier model evaluation and comparison.

Core Features

Tech Stack