A Julia library for efficient tensor computations and tensor network calculations
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Updated
May 26, 2024 - Julia
A Julia library for efficient tensor computations and tensor network calculations
Tensor Train decomposition on TensorFlow
Tensor Network Learning with PyTorch
Tensor Train Toolbox
Matrix Product Representation library for Python
An implementation of various tensor-based decomposition for NN & RNN parameters
Compressed version of Tacotron 2 using Tensor Train + Waveglow.
Compression of NMT transformer model with tensor methods
Tensor-Train decomposition in pytorch
A fully tensorized recurrent neural network using tensor-train decomposition
Tensor network simulations for finite temperature, open quantum system dynamics
Metamodeling, sensitivity analysis and visualization using the tensor train format
LuaTeX extension for graphical tensor notation
Python Distributed Non Negative Tensor Networks
Replace some weights matrices of linear layers of RNNs with matrices in tensor train format. Get better generalization and a lot less parameters.
[IEEE TKDE 2023] A list of up-to-date papers on streaming tensor decomposition, tensor tracking, dynamic tensor analysis
[SP 2024] A Novel Recursive Least-Squares Adaptive Method For Streaming Tensor-Train Decomposition With Incomplete Observations. In Elsevier Signal Processing, 2024.
Collection of basic and advanced Tensor Algebra operations using Matlab and Python.
Gradient-free optimization method for the multidimensional arrays and discretized multivariate functions based on the tensor train (TT) format.
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