Darts

We present Darts, a Python machine learning library for time series, with a focus on forecasting. Darts offers a variety of models, from classics such as ARIMA to state-of-the-art deep neural networks.

A blog post introducing probabilistic forecasting in the Darts open source time series library, including an artificial and a real-world example.

A presentation of the Darts open source library from the PyData Global 2021 conference by Francesco Lässig and Julien Herzen.

A talk abut the Darts open source library from the EuroPython Global 2021 conference by Gael Grosch and Francesco Lässig.

How a convolutional network with some simple adaptations can become a powerful tool for sequence modeling and forecasting.