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Mar 2, 2018 - Python
tensor-train
Here are 22 public repositories matching this topic...
An implementation of various tensor-based decomposition for NN & RNN parameters
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Jun 3, 2018 - Python
Implementation of algorithms in "Orthogonal Decomposition of Tensor Trains" (Halaseh, Muller, Robeva)
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Oct 12, 2020 - Python
Tensor Train decomposition on TensorFlow
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Apr 6, 2021 - Python
Implementation of TuckERT [Shao,Yang,Zhang et al.] [arXiv:2011.07751] [2020]
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Oct 15, 2021 - Python
Python Distributed Non Negative Tensor Networks
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Oct 20, 2021 - Python
A Tensor Network package for Machine Learning and Quantum Computing in Python.
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Mar 20, 2022 - Python
Matrix Product Representation library for Python
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Jun 28, 2022 - Python
Python Quantum Boolean Tensor Networks
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Jul 17, 2022 - Python
Metamodeling, sensitivity analysis and visualization using the tensor train format
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Sep 8, 2022 - Python
A fully tensorized recurrent neural network using tensor-train decomposition
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Dec 13, 2022 - Python
PRobability Optimizer with TEnsor Sampling (PROTES) is an optimization algorithm based on tensor train decomposition.
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Apr 18, 2023 - Python
Gradient-free optimization method for multivariable functions based on the low rank tensor train (TT) format and maximal-volume principle.
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Jul 27, 2023 - Python
Solver in the low-rank tensor train format with cross approximation approach for the multidimensional Fokker-Planck equation
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Oct 24, 2023 - Python
Numerical experiments for Optima-TT method from teneva python package. This method finds items which relate to min and max elements of the tensor in the tensor train (TT) format.
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Oct 27, 2023 - Python
Tensor Network Learning with PyTorch
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May 23, 2024 - Python
Black-box adversarial attacks on deep neural networks with tensor train (TT) decomposition and PROTES optimizer.
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Aug 12, 2024 - Python
🥭 MANGO: Maximization of neural Activation via Non-Gradient Optimization
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Jun 26, 2024 - Python
A framework based on the tensor train decomposition for working with multivariate functions and multidimensional arrays
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Jul 5, 2024 - Python
Tensor-Train decomposition in pytorch
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Jul 9, 2024 - Python
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