Darts

Darts is a Python library for user-friendly forecasting and anomaly detection on time series. It offers a unified API for a wide range of models, from classical statistical methods like ARIMA to advanced deep learning architectures such as LSTM and Transformers. The library also includes tools for model evaluation, backtesting, handling multiple time series, and incorporating external covariates. It is actively maintained with frequent minor releases, typically on a monthly basis. [1, 2, 4, 9, 11, 13, 16, 22]