tfl.utils.canonicalize_monotonicities

Converts string constants representing monotonicities into integers.

tfl.utils.canonicalize_monotonicities(
    monotonicities, allow_decreasing=True
)

Args
`monotonicities`	monotonicities hyperparameter of a `tfl.layers` Layer (e.g. `tfl.layers.Lattice`).
`allow_decreasing`	If decreasing monotonicity is considered a valid monotonicity.

Returns
A list of monotonicities represented as -1, 0, 1, or the value None if monotonicities is None.

Raises
`ValueError`	If one of monotonicities is not in the set {-1, 0, 1, 'decreasing', 'none', 'increasing'} and allow_decreasing is True.
`ValueError`	If one of monotonicities is not in the set {0, 1, 'none', 'increasing'} and allow_decreasing is False.

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Last updated 2024-08-02 UTC.

Args