tfl.utils.canonicalize_unimodalities
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Converts string constants representing unimodalities into integers.
tfl.utils.canonicalize_unimodalities(
unimodalities
)
Returns |
|---|
|
A list of unimodalities represented as -1, 0, 1, or the value None if
unimodalities is None.
|
Raises |
|---|
ValueError
|
If one of unimodalities is not in the set
{-1, 0, 1, 'peak', 'none', 'valley'}.
|
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Last updated 2024-08-02 UTC.
[null,null,["Last updated 2024-08-02 UTC."],[],[],null,["# tfl.utils.canonicalize_unimodalities\n\n\u003cbr /\u003e\n\n|-------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/lattice/blob/v2.1.1/tensorflow_lattice/python/utils.py#L196-L229) |\n\nConverts string constants representing unimodalities into integers. \n\n tfl.utils.canonicalize_unimodalities(\n unimodalities\n )\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|-----------------|-----------------------------------------------------------------------------------------|\n| `unimodalities` | unimodalities hyperparameter of [`tfl.layers.Lattice`](../../tfl/layers/Lattice) layer. |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ------- ||\n|---|---|\n| A list of unimodalities represented as -1, 0, 1, or the value None if unimodalities is None. ||\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Raises ------ ||\n|--------------|---------------------------------------------------------------------------------|\n| `ValueError` | If one of unimodalities is not in the set {-1, 0, 1, 'peak', 'none', 'valley'}. |\n\n\u003cbr /\u003e"]]
View source on GitHub