tsai — State of the Art Machine Learning for Time Series, Part 1.

There are more cool time series libraries for Python than you can shake a stick at. You might have heard of some of them:

• sktime
• tslearn
• tsfresh
• prophet
• pyts

Each of these libraries has different methods for dealing with the various time series learning tasks — regression, classification and forecasting. Where they tend to differ is in the selection of methods they use, ranging from…