def __init__()

in code/experiment_synthetic/models.py [0:0]

• 5 lines of code
• 3 McCabe index (conditional complexity)

    def __init__(self, environments, args):
        x_all = torch.cat([x for (x, y) in environments]).numpy()
        y_all = torch.cat([y for (x, y) in environments]).numpy()

        w = LinearRegression(fit_intercept=False).fit(x_all, y_all).coef_
        self.w = torch.Tensor(w).view(-1, 1)