transforms.py 文件源码

python
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项目:GPflow 作者: GPflow 项目源码 文件源码
def backward(self, y):
        """
        Transforms from the variable to the free state.
        Args:
            y: Variable representation.

        Returns:
            Free state.
        """
        N = int(np.sqrt(y.size / self.num_matrices))
        reshaped = np.reshape(y, (N, N, self.num_matrices))
        size = len(reshaped)
        triangular = reshaped[np.tril_indices(size, 0)].T
        return triangular
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