mbi.estimation.InteriorGradientState

class mbi.estimation.InteriorGradientState(potentials: CliqueVector, c: jax.Array | float, x: CliqueVector, y: CliqueVector, z: CliqueVector, loss: jax.Array | float)[source]

Bases: NamedTuple

State for Interior Gradient (https://doi.org/10.1137/S1052623403427823).

Create new instance of InteriorGradientState(potentials, c, x, y, z, loss)

Methods

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

Attributes

`c`	Alias for field number 1
`loss`	Alias for field number 5
`potentials`	Alias for field number 0
`x`	Alias for field number 2
`y`	Alias for field number 3
`z`	Alias for field number 4

potentials: CliqueVector: Alias for field number 0

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

x: CliqueVector: Alias for field number 2

y: CliqueVector: Alias for field number 3

z: CliqueVector: Alias for field number 4

loss: Array | float: Alias for field number 5