PyMCModel.compile_fn#

PyMCModel.compile_fn(outs, *, inputs=None, mode=None, point_fn=True, **kwargs)#
Overloads:

  • self, outs (Variable | Sequence[Variable]), inputs (Sequence[Variable] | None), mode, point_fn (Literal[True]), kwargs → PointFunc

  • self, outs (Variable | Sequence[Variable]), inputs (Sequence[Variable] | None), mode, point_fn (Literal[False]), kwargs → Function

Parameters:
Return type:

PointFunc | Function

Compiles a PyTensor function.

Parameters:

  • outs (Variable | Sequence[Variable]) – PyTensor variable or iterable of PyTensor variables.

  • inputs (Sequence[Variable] | None) – PyTensor input variables, Required if there is more than one input.

  • mode – PyTensor compilation mode, default=None.

  • point_fn (bool) – Whether to wrap the compiled function in a PointFunc, which takes a Point dictionary with model variable names and values as input.

  • arguments (Other keyword) – Any other keyword argument is sent to pymc.pytensorf.compile_pymc().

Return type:

Compiled PyTensor function