tensor-train
Here are 39 public repositories matching this topic...
LuaTeX extension for graphical tensor notation
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May 7, 2020 - Lua
A short look at tensor-train decomposition with the Xerus library
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Jun 29, 2018 - C++
Parabolic PDE resolution with Tensor Networks using Backward-Forward Stochastic Differential Equations
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Apr 26, 2024 - Jupyter Notebook
Black-box adversarial attacks on deep neural networks with tensor train (TT) decomposition and PROTES optimizer.
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May 23, 2024 - 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
[EUSIPCO 2022] "Robust Tensor Tracking With Missing Data Under Tensor-Train Format". In 30th European Signal Processing Conference, 2022.
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Feb 16, 2023 - MATLAB
Visualization of Tensor Decompositions
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Feb 22, 2024 - TeX
[EUSIPCO 2020] "Adaptive Algorithms for Tensor Train Decomposition of Streaming Tensors". In 28th European Signal Processing Conference, 2020.
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Feb 16, 2023 - MATLAB
PRobability Optimizer with TEnsor Sampling (PROTES) is an optimization algorithm based on tensor train decomposition.
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Apr 18, 2023 - Python
🥭 MANGO: Maximization of neural Activation via Non-Gradient Optimization
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May 5, 2024 - Python
Implementation of algorithms in "Orthogonal Decomposition of Tensor Trains" (Halaseh, Muller, Robeva)
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Oct 12, 2020 - Python
Python Quantum Boolean Tensor Networks
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Jul 17, 2022 - Python
Implementation of TuckERT [Shao,Yang,Zhang et al.] [arXiv:2011.07751] [2020]
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Oct 15, 2021 - Python
[IEEE TKDE 2023] A list of up-to-date papers on streaming tensor decomposition, tensor tracking, dynamic tensor analysis
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Mar 31, 2024
[SP 2024] A Novel Recursive Least-Squares Adaptive Method For Streaming Tensor-Train Decomposition With Incomplete Observations. In Elsevier Signal Processing, 2024.
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Jan 2, 2024 - MATLAB
Replace some weights matrices of linear layers of RNNs with matrices in tensor train format. Get better generalization and a lot less parameters.
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May 29, 2019 - Jupyter Notebook
A Tensor Network package for Machine Learning and Quantum Computing in Python.
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Mar 20, 2022 - Python
A take on the Tensor Train decomposition
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Mar 16, 2020 - Jupyter Notebook
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
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