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503

1.9k

mit

39

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

539 commits to main branch, last one a day ago

282

1.5k

other

45

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

1,875 commits to main branch, last one 2 months ago

125

421

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

64

275

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 2 years ago

16

114

bsd-3-clause

3

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