run_experiment.py 文件源码

def dump(self, base):
        header = ",".join(["x" + str(x) for x in range(1, 1 + self.X_train.shape[1])])
        header += ","
        header += ",".join(["y" + str(x) for x in range(1, 1 + self.y_train_nn.shape[1])])

        np.savetxt(base + "_train.csv",
                   np.hstack((self.X_train, self.y_train_nn)),
                   fmt='%10.5f', delimiter=',', header=header, comments="")

        np.savetxt(base + "_validate.csv",
                   np.hstack((self.X_validate, self.y_validate_nn)),
                   fmt='%10.5f', delimiter=',', header=header, comments="")

        np.savetxt(base + "_train_norm.csv",
                   np.hstack((self.X_train_norm, self.y_train_nn)),
                   fmt='%10.5f', delimiter=',', header=header, comments="")

        np.savetxt(base + "_validate_norm.csv",
                   np.hstack((self.X_validate_norm, self.y_validate_nn)),
                   fmt='%10.5f', delimiter=',', header=header, comments="")


# Human readable time elapsed string.