v0.17.6

AlgebraicInference v0.17.6

Diff since v0.17.5

• New function ischordal for testing chordality of graphs.

v0.17.5

AlgebraicInference v0.17.5

Diff since v0.17.4

• Implemented the fundamental supernode partition.

v0.17.4

AlgebraicInference v0.17.4

Diff since v0.17.3

• Implemented HUGIN and idempotent architectures.
• Performance improvements throughout.
• Created a dedicated type (AncestralSampler) for sampling from graphical models.
• Initial support for semiring matrices.

v0.17.3

AlgebraicInference v0.17.3

Diff since v0.17.2

• Implemented the maximum cardinality search elimination algorithm.
• Improved performance of the wiring diagram validator.
• Users can opt out of validation by passing check=false in the InferenceProblem constructor.

v0.17.2

AlgebraicInference v0.17.2

Diff since v0.17.1

• Fixed sampling.
• Added wiring diagram validator to InferenceProblem constructor.

v0.17.1

AlgebraicInference v0.17.1

Diff since v0.17.0

• Performance improvements.

v0.17.0

AlgebraicInference v0.17.0

Diff since v0.16.0

• Can specify supernode type (Node, MaximalSupernode) in function init.
• Can specify architecture type (ShenoyShafer, LauritzenSpiegelhalter) in function init.
• Can call mean and rand on instances of InferenceSolver.

v0.16.1

AlgebraicInference v0.16.1

Diff since v0.16.0

• Added new elimination algorithms.
• Optimized projection of canonical forms.

v0.16.0

AlgebraicInference v0.16.0

Diff since v0.15.0

• The Shenoy-Shafer architecture is no longer implemented as a recursive algorithm.
• The MinFill algorithm now produces the correct elimination order.
• Users can construct a GraphicalModel without specifying type parameters.

v0.15.0

AlgebraicInference v0.15.0

Diff since v0.14.0

• Fixed unreliable functions cov and pushforward.
• Variable type no longer constrained to be Int.