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Mar 2, 2018 - Python
tensor-train
Here are 39 public repositories matching this topic...
An implementation of various tensor-based decomposition for NN & RNN parameters
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Jun 3, 2018 - Python
A short look at tensor-train decomposition with the Xerus library
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Jun 29, 2018 - C++
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
Compression of NMT transformer model with tensor methods
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Jun 7, 2019 - Jupyter Notebook
Compressed version of Tacotron 2 using Tensor Train + Waveglow.
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Dec 26, 2019 - Jupyter Notebook
A take on the Tensor Train decomposition
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Mar 16, 2020 - Jupyter Notebook
LuaTeX extension for graphical tensor notation
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May 7, 2020 - Lua
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
Collection of basic and advanced Tensor Algebra operations using Matlab and Python.
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Jul 14, 2022 - Jupyter Notebook
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
LuaTeX extension for graphical tensor notation
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Nov 4, 2022 - Lua
A fully tensorized recurrent neural network using tensor-train decomposition
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Dec 13, 2022 - Python
[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
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