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Add Tucker and Tensor-Train / MPS factorization templates #339

Merged
merged 9 commits into from
Feb 5, 2025
Merged

Add Tucker and Tensor-Train / MPS factorization templates #339

merged 9 commits into from
Feb 5, 2025

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loreloc
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@loreloc loreloc commented Jan 10, 2025

  • Add Tucker tensor factorization template
  • Add Tensor-Train / MPS tensor factorization template
  • Generalized Kronecker product layers and Tucker layers to have arity > 2.
  • Add support to specify different layers in CP and Tucker factorizations, e.g., Categorical.

Closes #310 .

@loreloc loreloc added the enhancement New feature or request label Jan 10, 2025
@loreloc loreloc added this to the cirkit 0.3.0 (reckoning) milestone Jan 10, 2025
@loreloc loreloc self-assigned this Jan 10, 2025
@loreloc loreloc changed the title Add Tucker and Tensor-Train / MPS factorizations Add Tucker and Tensor-Train / MPS factorization templates Jan 10, 2025
@loreloc loreloc merged commit 503dc96 into main Feb 5, 2025
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@loreloc loreloc deleted the tucker-tensor-train branch February 5, 2025 17:04
@loreloc loreloc restored the tucker-tensor-train branch February 5, 2025 17:20
@loreloc loreloc deleted the tucker-tensor-train branch February 5, 2025 17:29
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Implement tensor factorization templates
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