PySR¶

flowcean.pysr provides symbolic regression through PySR. Install the pysr extra as described in installation.

pysr ¶

PySRLearner(model: PySRRegressor)

Wrapper for PySR symbolic regression learner.

model = model

learn_incremental(inputs: LazyFrame, outputs: LazyFrame) -> Model

PySRModel(model: PySRRegressor, output_column: str)

Bases: Model

model = model

output_column = output_column

flow_summary() -> str