Merlion
Merlion is a machine learning library designed for time series analysis, focusing on forecasting, anomaly detection, and change point detection. It supports both univariate and multivariate datasets with features like standardized data loading and diverse model options, including statistical, ensemble, and deep learning methods, as well as AutoML for effective hyperparameter tuning. The library offers a straightforward interface with visualizations and scalable distributed computation for industrial applications. Its evaluation pipeline mimics real-world conditions, supporting benchmarking and enhanced model performance. Simple installation and detailed documentation make it suitable for engineers and researchers developing custom models.
