Bihaqo / t3f

Tensor Train decomposition on TensorFlow
https://t3f.readthedocs.io/en/latest/index.html
MIT License
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how do TT non-negativity decomposition? #180

Open moicesong opened 5 years ago

Bihaqo commented 5 years ago

Do you want to decompose the given tensor with the constraint that each element of the resulting TT-tensor should be non-negative, or that the TT-cores are non-negative (the later implies the former, but not vice versa)?

In both cases this is non-trivial and there is no analytical solution (e.g. you can't do that with a few SVDs), but you can pose an optimization problem to approximate the answer.