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Module: tfp.experimental.tangent_spaces

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TensorFlow Probability experimental tangent spaces package.


class AxisAlignedSpace: Tangent space of M for a distribution with axis-aligned subspace support.

class FullSpace: Tangent space of M for distributions supported on all of R^n.

class GeneralSpace: Arbitrary tangent space when no more-efficient special case applies.

class TangentSpace: Represents a tangent space to some manifold M at a point x.

class UnspecifiedTangentSpaceError: An exception raised when a tangent space has not been specified.

class ZeroSpace: Tangent space of M for discrete distributions.