mbi.estimation.DualAveragingState

class mbi.estimation.DualAveragingState(w: CliqueVector, v: CliqueVector, gbar: CliqueVector, loss: jax.Array | float)[source]

Bases: NamedTuple

State for Regularized Dual Averaging (https://proceedings.neurips.cc/paper_files/paper/2009/file/7cce53cf90577442771720a370c3c723-Paper.pdf).

Create new instance of DualAveragingState(w, v, gbar, loss)

Methods

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

Attributes

`gbar`	Alias for field number 2
`loss`	Alias for field number 3
`v`	Alias for field number 1
`w`	Alias for field number 0

w: CliqueVector: Alias for field number 0

v: CliqueVector: Alias for field number 1

gbar: CliqueVector: Alias for field number 2

loss: Array | float: Alias for field number 3