PyCon Lithuania 2024

Polars conquered dataframes, and now it is coming for machine learning! With Polars-powered feature-extraction and a best-of-the-class set of diagnostic tools, functime enables forecasting thousands of time series all at once, from the comfort of your laptop.

Though forecasting practitioners are the intended audience, the talk has something for every data scientist. With Polars, we can push the boundary for what "reasonable scale" means - and build a new generation of tools for machine learning.