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born-machine

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ZekiZeybek / Tensor-Train-EDA

Tensor-Train Factorized Probability Models for Estimation of Distribution Algorithms

matrix-product-states coordinate-descent estimation-distribution-algorithm stochastic-optimization tensor-networks tensor-train dmrg-algorithm born-machine

Updated Jan 9, 2026
Python

ZekiZeybek / TNML-surrogate-loss

Tensor-Network Machine Learning with Matrix Product States, trained via a surrogate (projective) loss instead of standard negative log-likelihood

machine-learning matrix-product-states probabilistic-modeling tensor-networks tensor-train dmrg-algorithm loss-function quantum-inspired-algorithm generative-modeling born-machine

Updated Apr 8, 2026
Python

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