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tensor-train
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Finish docs
mtfishman
commented
Apr 16, 2020
Here is an issue to keep track of things to do related to documentation.
- Add instructions on installing MKL with the MKL package.
- Add instructions for turning on/off debug checking (as explained here: #323).
- Add instructions on developing ITensors.jl, for example using the
dev ITensorscommand and using Revise. - Add instructions on installing OhMyREPL for syntax high
Tensor Network Learning with PyTorch
learning
data-science
pytorch
tensors
tensor-decomposition
cp-decomposition
tensor-networks
tensor-train
tucker-decomposition
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Updated
Jul 11, 2020 - Python
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Updated
Mar 2, 2018 - Python
Matrix Product Representation library for Python
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May 14, 2019 - Python
Compression of NMT transformer model with tensor methods
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Jun 7, 2019 - Jupyter Notebook
Tensor Train Toolbox
data-driven
dynamical-systems
als
tensor
dmrg
tensor-decomposition
scikit
mandy
tensor-train
dynamic-mode-decomposition
tensor-network
mals
slim-decomposition
extended-dynamic-mode-decomposition
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Jul 4, 2020 - Python
Metamodeling, sensitivity analysis and visualization using the tensor train format
visualization
sensitivity-analysis
anova
tensor-decomposition
tensor-train
sobol-method
tensor-approximation
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May 23, 2019 - Python
An implementation of various tensor-based decomposition for NN & RNN parameters
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Jun 3, 2018 - Python
Compressed version of Tacotron 2 using Tensor Train + Waveglow.
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Dec 26, 2019 - Jupyter Notebook
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
LuaTeX extension for graphical tensor notation
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Updated
May 5, 2020 - Lua
A take on the Tensor Train decomposition
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Mar 16, 2020 - Jupyter Notebook
Unsupervised Machine Learning: Nonnegative Tensor Networks + k-means clustering
feature-extraction
tensor-factorization
hierarchical
unsupervised-learning
tensor-decomposition
cp-decomposition
blind-source-separation
tensor-networks
tensor-train
tensor-analysis
tucker-decomposition
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Updated
Jul 11, 2020 - Julia
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Updated
May 17, 2020 - Python
LuaTeX extension for graphical tensor notation
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Updated
May 7, 2020 - Lua
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I just finished reading Chicolki's monograph on tensor networks for dimensionality reduction and I'm excited to start using t3f for some problems I'm working on.
I noticed in the last chapter of the monograph that I should be able to represent my input tensor directly as a set of TT cores but I'm having trouble finding a good example of this being done at scale in t3f and the examples in the c