A Julia library for efficient tensor computations and tensor network calculations
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Updated
Nov 21, 2024 - Julia
A Julia library for efficient tensor computations and tensor network calculations
Tensor Network Learning with PyTorch
Tensor Train decomposition on TensorFlow
Tensor Train Toolbox
Tensor network simulations for finite temperature, open quantum system dynamics
Matrix Product Representation library for Python
Compression of NMT transformer model with tensor methods
Tensor-Train decomposition in pytorch
A framework based on the tensor train decomposition for working with multivariate functions and multidimensional arrays
LuaTeX extension for graphical tensor notation
Gradient-free optimization method for multivariable functions based on the low rank tensor train (TT) format and maximal-volume principle.
Gradient-free optimization method for the multidimensional arrays and discretized multivariate functions based on the tensor train (TT) format.
A fully tensorized recurrent neural network using tensor-train decomposition
Metamodeling, sensitivity analysis and visualization using the tensor train format
😎 A curated list of tensor decomposition resources for model compression.
Compressed version of Tacotron 2 using Tensor Train + Waveglow.
An implementation of various tensor-based decomposition for NN & RNN parameters
Python Distributed Non Negative Tensor Networks
Collection of basic and advanced Tensor Algebra operations using Matlab and Python.
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