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Top 6 tensor-networks open source projects

Differentiable Programming Tensor Networks

✭ 102

python automatic-differentiation pytorch tensor-networks

TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch

✭ 36

python deep-neural-networks deep-learning pytorch tensor tensor-contraction tensor-learning tensor-networks factorized-cnns tensor-convolution-networks tensor-regression deep-tensor-learning tensorized-networks factorized-convolution tensor-regression-layers factorized-networks

continuous-time matrix product operator for finite temperature quantum states

✭ 27

python shell pytorch tensor-networks

Unsupervised Machine Learning: Nonnegative Tensor Factorization + k-means clustering

✭ 36

julia python r matlab Jupyter Notebook Dockerfile machine-learning sparsity feature-extraction unsupervised-learning kmeans-clustering tensor-decomposition cp-decomposition blind-source-separation tensor-networks hosvd tucker-decomposition

Solving two-dimensional spin models with tensor networks (powered by PyTorch)

✭ 44

python pytorch tensor-networks quantum-magnets ipeps lattice-models

Jet is a cross-platform library for simulating quantum circuits using tensor network contractions.

✭ 34

C++python CMake Makefile quantum-computing tensor-networks

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