def simple_validate():
pop_test_user_bus_data(numUsers=30, numBusinesses=20)
generate_nmf_test(numFactors=6, density=.3)
print("here?")
K = [1, 3, 6, 9, 12]
Steps = 20000
Alpha = 0.001
run_nmf_mult_k(K, Steps, Alpha)
def validate_production_data():
# K = [12,13,14,15,16,17,18]
# K = [12,14,16,18,20,22,24,26]
#K = [2,5,10,15,20,25,30,35,40]
K = [2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36, 38, 40, 42, 44, 46, 48, 50, 52, 54, 56, 58, 60]
#K = [32, 34, 36, 38, 40, 42, 44, 46, 48, 50]
#K = [46,48,50]
#K = [62,64,66,68,70,72,74,76,78,80]
#K = [50,52,54,56,58,60,62,64,66,68,70,72,74,76,78,80,82,84,86,88,90]
#Steps = 30000
Steps = 5000
Alpha = 0.05
run_nmf_mult_k(K, Steps, Alpha)
def test_gen_model(self):
pop_test_user_bus_data(numUsers=30, numBusinesses=20)
generate_nmf_test(numFactors=6, density=.3)
K = [1, 3, 6, 9, 12]
run_nmf_mult_k(K)
def val_nmf(K, Steps):
Alpha = 0.05
run_nmf_mult_k(K, Steps, Alpha)
def validate_production_data():
K = [2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36, 38, 40, 42, 44, 46, 48, 50, 52, 54, 56, 58, 60]
Steps = 5000
Alpha = 0.05
run_nmf_mult_k(K, Steps, Alpha)