def perturbation_d1_ent_overlap():
np.random.seed(99)
X = np.random.randint(0, 2, (100, ), dtype=int)
bdm = BDMBase(ndim=1, shift=1)
return PerturbationExperiment(bdm, X, metric='ent')
def perturbation_ent(bdm_d2):
np.random.seed(1001)
X = np.random.randint(0, 2, (25, 25), dtype=int)
return PerturbationExperiment(bdm_d2, X, metric='ent')
def perturbation_d1_ent(bdm_d1):
np.random.seed(999)
X = np.random.randint(0, 2, (100, ), dtype=int)
return PerturbationExperiment(bdm_d1, X, metric='ent')
def perturbation_overlap():
np.random.seed(1001)
X = np.random.randint(0, 2, (25, 25), dtype=int)
bdm = BDMBase(ndim=2, shift=1)
return PerturbationExperiment(bdm, X)