src.tests.vl3dpp_support_neighborhoods_test

Classes

VL3DPPSupportNeighborhoodsTest()

class src.tests.vl3dpp_support_neighborhoods_test.VL3DPPSupportNeighborhoodsTest

Author:

Alberto M. Esmoris Pena

Deep learning pre-processor tests that checks the C++ implementation of the support neighborhood-generation algorithms.

__init__()

Basic configuration for any VL3D test.

Parameters:

name (str) – Test name

run()

Run C++ support neighborhoods test.

Returns:

True if the C++ support neighborhoods are generated as expected for the test cases, False otherwise.

Return type:

bool

testSupport(neigh_spec, sup_spec, X, y)

Check that the C++ support neighborhoods work as the python reference support neighborhoods in the general case.

Parameters:

• neigh_spec (dict) – The neighborhood specification.

• sup_spec (dict) – The support specification.

Returns:

True if the C++ support neighborhoods match the Python-side support neighborhoods.

Return type:

bool

testSupportByDistr(neigh_spec, sup_spec, X, y)

Check that the C++ support neighborhoods work as the python reference support neighborhoods for the training class distribution strategy.

Parameters:

• neigh_spec (dict) – The neighborhood specification.

• sup_spec (dict) – The support specification.

Returns:

True if the C++ support neighborhoods match the Python-side support neighborhoods.

Return type:

bool

testSupportByFPS(neigh_spec, sup_spec, X, y)

Check that the C++ support neighborhoods work as the python reference support neighborhoods for the furthest point subsampling (FPS) strategy.

Parameters:

• neigh_spec (dict) – The neighborhood specification.

• sup_spec (dict) – The support specification.

Returns:

True if the C++ support neighborhoods match the Python-side support neighborhoods.

Return type:

bool