def test_cluster_num():
for i in [2,3,4,5,6]:
Data = np.load("./Data/cluster_"+str(i)+".npy")
gmm = GMM(data = Data)
gmm.aic()
gmm.bic()
vbem = VBEM(data = Data)
vbem.train()
vbem.show()
def test_dimension():
for i in [3,4,5,6,7]:
Data = np.load("./Data/dimension_"+str(i)+".npy")
gmm = GMM(data = Data)
gmm.aic()
gmm.bic()
vbem = VBEM(data = Data)
vbem.train()
vbem.show()
def test_sample_sizes():
for i in [10,20,50,100,200,300]:
Data = np.load("./Data/data_"+str(i)+".npy")
gmm = GMM(data = Data)
gmm.aic()
gmm.bic()
vbem = VBEM(data = Data)
vbem.train()
vbem.show()
