def generate_dataset_rep(theta): hp = HillRepressilator(alpha=theta[0],alpha0=theta[1], beta=theta[2], n=theta[3]) ds = hp.run(T=50) dataset = np.zeros([data_points, 3]) for ind, time in enumerate(times): dataset[ind, :] = ds[time, :] return dataset
def generate_dataset_rep(theta): hp = HillRepressilator(alpha=theta[0], alpha0=theta[1], beta=theta[2], n=theta[3]) ds = hp.run(T=50) dataset = np.zeros([data_points, 3]) for ind, time in enumerate(times): dataset[ind, :] = ds[time, :] return dataset
def generate_dataset_hp(theta): hp = HillRepressilator(*theta, n=3.) return hp.run(20)[:, 3:]