def solve_by_emd():
"""Solve the problem where the whole mass must be moved."""
ltheta = DIM * [
1,
]
return emd((lP, fw1), (lQ, fw2),
lambda a, b: float(dist_for_emd(a, b, ltheta)))
def regions_distance(r_features, r_weigths):
if len(r_features) >= MAX_EMD_POINTS:
return 1e20
return emd((query_num, map(float, weights)),
(r_features, map(float, r_weigths)),
lambda a, b: float(dist_for_emd(a, b, ltheta)))
def solve_by_emd():
"""Solve the problem where the whole mass must be moved."""
ltheta = DIM*[1, ]
return emd((lP, fw1), (lQ, fw2),
lambda a, b: float(dist_for_emd(a, b, ltheta)))
def regions_distance(r_features, r_weigths):
if len(r_features) >= MAX_EMD_POINTS:
return 1e20
return emd((query_num, map(float, weights)),
(r_features, map(float, r_weigths)),
lambda a, b: float(dist_for_emd(a, b, ltheta)))