Module: tfp.experimental.tangent_spaces
Stay organized with collections
Save and categorize content based on your preferences.
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.
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2023-11-21 UTC.
[{
"type": "thumb-down",
"id": "missingTheInformationINeed",
"label":"Missing the information I need"
},{
"type": "thumb-down",
"id": "tooComplicatedTooManySteps",
"label":"Too complicated / too many steps"
},{
"type": "thumb-down",
"id": "outOfDate",
"label":"Out of date"
},{
"type": "thumb-down",
"id": "samplesCodeIssue",
"label":"Samples / code issue"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
{"lastModified": "Last updated 2023-11-21 UTC."}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2023-11-21 UTC."],[],[]]