def test_cross_validate():
# only tests if the code runs
dataset = Dataset(kind='hplc', num_folds=5)
model = BayesNeuralNet(scope='hplc', max_epochs=2)
emulator = Emulator(dataset=dataset, model=model)
emulator.cross_validate()
emulator.save('emulator_test')
shutil.rmtree('emulator_test')
def test_train_nn():
# only tests if the code
dataset = Dataset(kind='hplc', num_folds=5)
model = NeuralNet(scope='hplc', max_epochs=2)
emulator = Emulator(dataset=dataset, model=model)
emulator.train()
emulator.save('emulator_test')
shutil.rmtree('emulator_test')