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608

2.4k

mit

37

Learning in infinite dimension with neural operators.

fno pde uno pytorch tensorly tensorization tensor-methods neural-operator neural-operators fourier-neural-operator partial-differential-equations

Created 2020-10-13

679 commits to main branch, last one 2 days ago

293

1.6k

other

44

TensorLy: Tensor Learning in Python.

jax cupy mxnet numpy python tensor pytorch tensorly regression tensorflow decomposition tensor-algebra tensor-methods tensor-learning machine-learning tensor-regression tensor-decomposition tensor-factorization

Created 2016-10-21

1,986 commits to main branch, last one about a month ago

125

432

unknown

15

Tensor methods in Python with TensorLy

tensorly deep-learning tensor-algebra tensor-methods

Created 2017-08-05

61 commits to master branch, last one 3 years ago

63

279

unknown

7

PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.

pytorch tensorly deep-learning

Created 2018-01-23

10 commits to master branch, last one 3 years ago

16

120

bsd-3-clause

4

Tensor-Based Quantum Machine Learning

quantum tensorly tensor-networks tensorly-quantum quantum-computing quantum-machine-learning quantum-circuit-simulator

Created 2021-06-24

31 commits to main branch, last one about a year ago