Greater_than Primitive for real numbers
madhavk98 opened this issue · 0 comments
Hi I am trying to use dreamcoder to classify images. Given 2 floating-point numbers extracted from the image (distance_between_two_objects
and object_density_in_fixed_radius
), I am trying to classify the image as True
or False
. To do this, I want the system to discover an algebraic expression for an interaction feature between the two given variables, such that it is able to classify True
or False
depending on if that interaction feature is above a (discovered) threshold or not.
So far, to achieve this, I am using f0, f1, fpi, real_power, real_subtraction, real_addition, real, real_division, real_multiplication
features from scientific_Laws.py
. For the final step, I want to introduce a feature real_greater_than
which is the same as primitive_greater_than
in program.ml
. However, when I do that (by simply changing int
in primitive_greater_than
to float
), doing make clean
and make
and adding the lines: real_greater_than = Primitive(">.", arrow(treal, treal, tbool), _greater_than)
and def _greater_than(x): return lambda y: x > y
to the code, I get the following error at runtime:
Would greatly appreciate any help, thanks!