meridian.model.media.OrganicMediaTensors
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Container for organic media tensors.
meridian.model.media.OrganicMediaTensors(
organic_media: (meridian.backend.Tensor | None) = None,
organic_media_transformer: (meridian.model.transformers.MediaTransformer | None) = None,
organic_media_scaled: (meridian.backend.Tensor | None) = None
)
Attributes |
organic_media
|
A tensor constructed from InputData.organic_media.
|
organic_media_transformer
|
A MediaTransformer to scale media tensors using
the model's organic media data.
|
organic_media_scaled
|
The organic media tensor after pre-modeling
transformations including population scaling and scaling by the media
non-zero value.
|
Methods
__eq__
__eq__(
other
)
Return self==value.
Class Variables |
|
organic_media
|
None
|
|
organic_media_scaled
|
None
|
|
organic_media_transformer
|
None
|
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Last updated 2025-12-09 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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-12-09 UTC."],[],["`OrganicMediaTensors` is a container for media tensors, including `organic_media` derived from `InputData`, and a `MediaTransformer` for scaling. It stores the original media, scaled media (`organic_media_scaled`), counterfactual media (`organic_media_counterfactual`), and scaled counterfactual media (`organic_media_counterfactual_scaled`). The class provides methods such as `__eq__` for comparison. Additionally, class variables, initially set to `None`, represent these different media states and the transformer.\n"]]