Darts: A New Approach Simplifying Time Series Analysis And Forecasting In Machine Learning. Darts is an open-source Python library by Unit8 for easy handling, pre-processing, and forecasting of time series . It contains an array of models, from standard statistical models such as ARIMA to deep neural networks.22 Eyl 2021