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tensorly / tensorly

TensorLy: Tensor Learning in Python.

http://tensorly.org

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How can I apply activation to each factor matrix?

#556 SCIKings closed 1 week ago
2
Question: CP decomposition of symmetric tensor with repeating factor matrix

#555 maxscheurer closed 2 weeks ago
1
OOM issue

#554 shuishen112 closed 2 weeks ago
6
Tensorly support float16/int8

#553 KaidDuong opened 3 weeks ago
0
Parafac\parafac2 projection

#552 natank1 closed 2 weeks ago
1
add normalization method to tucker_tensor class (similar to cp_tensor)

#551 cohenjer closed 1 month ago
0
moving solvers related code to solvers/* directory, improving fista and nnls_hals

#550 cohenjer opened 1 month ago
2
Provide faster implementation of the MTTKRP

#549 aarmey closed 1 month ago
5
Add missing targets to .PHONY directive

#548 FBen3 closed 1 month ago
2
Remove MXNet from doc

#547 JeanKossaifi opened 2 months ago
0
No attribute "device" when using Numpy backend

#545 pfisterj opened 2 months ago
3
Panel Dataset Time, Company, Feature

#544 firmai closed 2 months ago
1
PARAFAC2 for missing data

#543 cchatzis opened 3 months ago
1
Reworking nonnegative algorithm and solvers

#542 cohenjer opened 3 months ago
7
Start testing Python 3.12 and resolve JAX deprecation

#540 aarmey closed 2 months ago
2
Avoid large concatenation within PARAFAC2 upon SVD initialization

#539 aarmey closed 4 months ago
4
Fix torch tensor creation dtype/device

#538 braun-steven closed 1 month ago
14
Tensor Conversion in TensorLy Does Not Preserve PyTorch Tensor dtype and device Attributes

#537 braun-steven closed 1 month ago
0
Add max rank argument to svd_compress_tensor_slices

#536 aarmey closed 6 months ago
2
Small fixes in NN PARAFAC/PARAFAC2

#535 aarmey closed 6 months ago
2
Simplify proximal operator code

#534 aarmey closed 4 months ago
2
Remove mxnet

#533 aarmey closed 4 months ago
9
Fully deprecate mxnet

#532 aarmey closed 7 months ago
3
Randomised_CP function throws a Singular Matrix error

#531 hello-fri-end opened 7 months ago
2
SVD compression of PARAFAC2

#530 MarieRoald closed 7 months ago
5
AssertionError: `tensorly.tt_tensor.validate_tt_rank` test

#529 mobley-trent closed 8 months ago
1
More descriptive message when random PARAFAC2 rank is infeasible given shape

#528 Mr-Niraj-Kulkarni opened 8 months ago
1
Is there any t-product implementation code in tensorly?Thanks

#527 sunshine8586 closed 8 months ago
1
numpy.core._exceptions._ArrayMemoryError

#526 SCIKings closed 8 months ago
2
Bro's line search for PARAFAC2

#525 aarmey closed 7 months ago
13
PARAFAC2: Avoid reprojection of X during the error calculation

#524 aarmey closed 8 months ago
2
PARAFAC2: Move normalization within CP, avoid unnecessary sign normalization in OP

#523 aarmey closed 8 months ago
1
svd_interface will throw an error if the number of rows of the matrix is smaller than it's columns

#522 hello-fri-end closed 8 months ago
1
Better random init of factorized tensors

#521 JeanKossaifi opened 9 months ago
1
It appears that partial_unfold works using sparse tensors, but it is not clear in the documentation

#520 mdarmstr opened 9 months ago
0
Fix initialize_tucker

#519 hello-fri-end closed 9 months ago
4
Init mode == "random" does not return the correct shape in initialize_tucker

#518 hello-fri-end closed 9 months ago
3
Also provide H back from make_svd_non_negative()

#517 aarmey closed 8 months ago
9
All nan in matrix come from non negative tucker decomposition

#516 hahia opened 9 months ago
2
make_svd_non_negative only returns the updated U matrix

#515 hello-fri-end closed 8 months ago
2
feat: add `pip` caching to CI

#514 SauravMaheshkar closed 9 months ago
9
Miscellaneous housekeeping improvements

#513 aarmey closed 9 months ago
1
Can I impute data using Tucker or CP Decomposition for categorical data?

#512 dohyun-kim92 closed 7 months ago
1
Add randomized sampling-based ALS method for tensor ring decomposition

#511 OsmanMalik closed 2 months ago
12
Documentation update for svd missing values imputation

#508 Kiord closed 10 months ago
2
Error encountered when using tensorly.decomposition.parafac with high rank and GPU

#507 fufeisi closed 11 months ago
2
Fix exports and improve PLSR performance

#506 aarmey closed 11 months ago
1
Use math.pi

#505 JeanKossaifi closed 9 months ago
3
Fixed svd_flip() when used on GPU w/ PyTorch backend

#504 AtomicCactus closed 11 months ago
2
Further testing for preserving tensor context with operations

#503 AtomicCactus opened 12 months ago
4