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TensorFlow Probability experimental tangent spaces package.
Classes
class AxisAlignedSpace: Tangent space of M for a distribution with axis-aligned subspace support.
class ConstantDiagonalSymmetricMatrixSpace: Tangent space of M the space of n x n symmetric matrices, with fixed constant diagonal.
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 ProbabilitySimplexSpace: Tangent space of M for Simplex distributions in R^n.
class SphericalSpace: Tangent space of M for Spherical distributions in R^n.
class SymmetricMatrixSpace: Tangent space of M the space of n x n symmetric matrices.
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.