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meridian.model.transformers.TensorTransformer
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Abstract class for data transformers.
Methods
forward
View source
@abc
.
abstractmethod
forward
(
tensor
:
meridian
.
backend
.
Tensor
)
->
meridian
.
backend
.
Tensor
Transforms a given tensor.
inverse
View source
@abc
.
abstractmethod
inverse
(
tensor
:
meridian
.
backend
.
Tensor
)
->
meridian
.
backend
.
Tensor
Transforms back a given tensor.
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, 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 2025-09-05 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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-09-05 UTC."],[[["\u003cp\u003eThis webpage describes an abstract class for data transformers found within the Meridian project on GitHub.\u003c/p\u003e\n"],["\u003cp\u003eThe \u003ccode\u003eforward\u003c/code\u003e method is defined as an abstract method, designed to transform a given tensor.\u003c/p\u003e\n"],["\u003cp\u003eThe \u003ccode\u003einverse\u003c/code\u003e method is defined as an abstract method, meant to transform a tensor back to its original state.\u003c/p\u003e\n"],["\u003cp\u003eBoth methods take a tf.Tensor as input and outputs a tf.Tensor.\u003c/p\u003e\n"]]],[],null,["\u003cbr /\u003e\n\n|----------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/google/meridian/blob/v1.2.0/meridian/model/transformers.py#L31-L44) |\n\nAbstract class for data transformers.\n\nMethods\n\n`forward`\n\n[View source](https://github.com/google/meridian/blob/v1.2.0/meridian/model/transformers.py#L34-L38) \n\n @abc.abstractmethod\n forward(\n tensor: ../../../meridian/backend/Tensor.md\n ) -\u003e ../../../meridian/backend/Tensor.md\n\nTransforms a given tensor.\n\n`inverse`\n\n[View source](https://github.com/google/meridian/blob/v1.2.0/meridian/model/transformers.py#L40-L44) \n\n @abc.abstractmethod\n inverse(\n tensor: ../../../meridian/backend/Tensor.md\n ) -\u003e ../../../meridian/backend/Tensor.md\n\nTransforms back a given tensor."]]
