mbi.estimation.MirrorDescentState

class mbi.estimation.MirrorDescentState(potentials: CliqueVector, alpha: jax.Array | float, loss: jax.Array | float, mu: CliqueVector)[source]

Bases: NamedTuple

State for Algorithm 1 of https://arxiv.org/pdf/1901.09136.

Create new instance of MirrorDescentState(potentials, alpha, loss, mu)

Methods

`__init__`
`count`	Return number of occurrences of value.
`index`	Return first index of value.

Attributes

`alpha`	Alias for field number 1
`loss`	Alias for field number 2
`mu`	Alias for field number 3
`potentials`	Alias for field number 0

potentials: CliqueVector: Alias for field number 0

alpha: Array | float: Alias for field number 1

loss: Array | float: Alias for field number 2

mu: CliqueVector: Alias for field number 3