LinearRegression.profile

LinearRegression.profile(outs, *, n=1000, point=None, profile=True, **kwargs)

Compiles and profiles an PyTensor function which returns outs and takes values of model vars as a dict as an argument.

Parameters:

• outs (PyTensor variable or iterable of PyTensor variables)

• n (int, default 1000) – Number of iterations to run

• point (Point) – Point to pass to the function

• profile (True or ProfileStats)

• args – Compilation args

• kwargs – Compilation args

Returns:

Use .summary() to print stats.

Return type:

ProfileStats