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@github-actions github-actions released this 12 May 11:42
· 5 commits to main since this release
v0.6.0
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TensorInference v0.6.0

Diff since v0.5.0

Breaking changes

  • Changed the mars keyword of TensorNetworkModel argument to unity_tensors_labels to be more accurate.
  • Changed the vars field of TensorNetworkModel to nvars. It seems not nessesary to name the variables.
  • Removed a lot of unused interfaces for TensorNetworkModel.
  • Move the autodiff related feastures to OMEinsum.

The following APIs are added:

  • BeliefPropgation: create a belief propagation model instance, which can be derived from the UAI model.
  • belief_propagate: perform message passing until convergence, returns a BPState object and extra info.
  • random_tensor_train_uai and random_matrix_product_uai: two UAI models for testing.

Merged pull requests:

  • Implement Belief propagation as a new inference backend (#97) (@GiggleLiu)

Closed issues:

  • Precompilation is commented out (#64)

Contributors

GiggleLiu
Assets 2
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