hypll.tensors.manifold_parameter

Classes

ManifoldParameter

class hypll.tensors.manifold_parameter.ManifoldParameter

static __new__(cls, data, manifold, man_dim, requires_grad=True)

__init__(data, manifold: Manifold, man_dim: int = -1, requires_grad: bool = True) → None

Creates an instance of ManifoldTensor.

Parameters:

• data – Torch tensor of points on the manifold.

• manifold – Manifold instance.

• man_dim – Dimension along which points are on the manifold. -1 by default.

TODO(Philipp, 05/23): Let’s get rid of requires_grad if possible.