mbdlyb.formalisms.tensornet
Tensor Network formalism module.
This module provides a Tensor Network implementation for probabilistic reasoning and inference. It uses the quimb library for tensor network operations, enabling efficient contraction and manipulation of high-dimensional probabilistic models.
- ivar TensorNet:
The main tensor network class.
- ivar TensorNode:
A probabilistic node in a tensor network.
- ivar TensorAutoSplitNode:
A tensor network node with automatic parent splitting.
- ivar TNDependency:
A dependency relationship in a tensor network.
- ivar TNInfluence:
An influence factor in a tensor network.
- ivar TensorNetReasoner:
An inference engine for tensor networks.
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