API
Class-named pages grouped by modeling task
The API documentation is organized around one page per public Python class. The navigation is opinionated, but the page title is the importable class name.
Each class page has the same contract:
- where the estimator or helper fits conceptually;
- the main math or estimating equation;
- constructor and public methods from the live module;
- a minimal runnable example;
- a live
summary()schema check where the class has fitted state.
1 Regression and GLMs
2 Causal inference and panels
3 Transforms
4 Estimation interfaces and utilities
5 Compatibility note
Older example and ablation pages remain in the site because they are useful worked examples. The class pages above are the canonical API docs.