This tutorial is split into 2 notebooks:
Part 1
We introduce the main metrics and estimators used in survival analysis, along with our new Gradient Boosted CIF model for competing events.
Part 2
We detail the concept of sessionization: by transforming raw logs of activity, we can create labels for survival analysis in an implicit or heartbeat fashion. We showcase this feature engineering with both DuckDB and Polars.
