Ecosyste.ms: Issues

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GitHub / tensorly/tensorly issues and pull requests

#595 - Share reconstruction error between CP and NN CP to fix masking

Pull Request - State: open - Opened by aarmey 3 days ago - 1 comment

#592 - Use full instead of reduced SVD in _compute_projections() for PARAFAC2

Pull Request - State: closed - Opened by aarmey 10 days ago
Labels: In progress

#591 - Update _tt_cross.py

Pull Request - State: open - Opened by dontempty 17 days ago - 2 comments

#589 - FIX partial_unfold + add test

Pull Request - State: closed - Opened by JeanKossaifi about 1 month ago - 2 comments

#588 - Dimensions in partial_tensor_to_vec are sometimes flipped

Issue - State: closed - Opened by jflamant about 1 month ago - 1 comment

#587 - Fixing a bug (issue #585)

Pull Request - State: closed - Opened by ax-le about 1 month ago - 1 comment

#586 - maxvol adjustment

Issue - State: open - Opened by dontempty about 1 month ago - 4 comments

#585 - Bug in ```_validate_contraction_modes```: modes seem to be wrongfully assigned.

Issue - State: open - Opened by ax-le about 2 months ago - 4 comments

#583 - [Paddle] Fix default device setting and allow lstsq fallback

Pull Request - State: closed - Opened by HydrogenSulfate about 2 months ago - 1 comment

#582 - Constrained CP

Pull Request - State: closed - Opened by borcuttjahns about 2 months ago - 1 comment

#582 - Constrained CP

Pull Request - State: closed - Opened by borcuttjahns about 2 months ago - 1 comment

#580 - [doc] Adding proper documentation for proximal operators

Issue - State: open - Opened by cohenjer 3 months ago
Labels: documentation, easy issue

#579 - No pip/conda package for 0.8.2

Issue - State: closed - Opened by f0uriest 3 months ago - 2 comments

#577 - PARAFAC2 fitting fails when the number of rows is less than the rank

Issue - State: open - Opened by aarmey 4 months ago
Labels: bug, API design

#576 - Upgrade Python version

Pull Request - State: closed - Opened by aarmey 4 months ago - 3 comments

#575 - Add dummy keyword arguments to Backend svd to throw a more informative error

Pull Request - State: closed - Opened by characat0 5 months ago - 1 comment

#574 - Fix f-string In backend error message

Pull Request - State: closed - Opened by characat0 5 months ago - 1 comment

#573 - [Paddle] Update index.html and pyramid png

Pull Request - State: closed - Opened by HydrogenSulfate 5 months ago - 4 comments

#572 - Virtually all tests working across backends

Pull Request - State: closed - Opened by aarmey 6 months ago - 2 comments

#571 - Approximate joint diagonalization

Pull Request - State: open - Opened by aarmey 6 months ago - 1 comment
Labels: enhancement

#570 - about unfold

Issue - State: closed - Opened by wll555 6 months ago - 7 comments

#567 - Fix the documentation and remove last reference to mxnet

Pull Request - State: closed - Opened by aarmey 6 months ago - 1 comment

#566 - Add checks for data structure and rank feasibility

Pull Request - State: closed - Opened by aarmey 6 months ago

#565 - [Paddle] Add paddle backend

Pull Request - State: closed - Opened by HydrogenSulfate 6 months ago - 16 comments

#564 - Cleanup PARAFAC2 tolerances

Pull Request - State: closed - Opened by aarmey 6 months ago - 6 comments

#563 - Parafac2 als em

Pull Request - State: open - Opened by cchatzis 7 months ago - 8 comments

#562 - Normalizing factors in non-negative CP decomposition

Issue - State: closed - Opened by akonstodata 7 months ago - 3 comments

#560 - SGD_Tukcer

Issue - State: closed - Opened by SCIKings 8 months ago - 1 comment

#558 - code problems

Issue - State: closed - Opened by SCIKings 8 months ago - 1 comment

#557 - Spiked tensor decomposition

Issue - State: closed - Opened by omarshehab 8 months ago - 5 comments

#556 - How can I apply activation to each factor matrix?

Issue - State: closed - Opened by SCIKings 9 months ago - 2 comments

#554 - OOM issue

Issue - State: closed - Opened by shuishen112 9 months ago - 6 comments

#553 - Tensorly support float16/int8

Issue - State: open - Opened by KaidDuong 9 months ago - 2 comments

#552 - Parafac\parafac2 projection

Issue - State: closed - Opened by natank1 9 months ago - 1 comment

#550 - moving solvers related code to solvers/* directory, improving fista and nnls_hals

Pull Request - State: closed - Opened by cohenjer 10 months ago - 14 comments

#549 - Provide faster implementation of the MTTKRP

Pull Request - State: closed - Opened by aarmey 10 months ago - 5 comments

#548 - Add missing targets to .PHONY directive

Pull Request - State: closed - Opened by FBen3 10 months ago - 2 comments

#547 - Remove MXNet from doc

Issue - State: closed - Opened by JeanKossaifi 11 months ago - 1 comment

#545 - No attribute "device" when using Numpy backend

Issue - State: open - Opened by pfisterj 11 months ago - 6 comments

#544 - Panel Dataset Time, Company, Feature

Issue - State: closed - Opened by firmai 11 months ago - 1 comment

#543 - PARAFAC2 for missing data

Issue - State: open - Opened by cchatzis 12 months ago - 1 comment
Labels: enhancement, In progress

#542 - Reworking nonnegative algorithm and solvers

Pull Request - State: closed - Opened by cohenjer 12 months ago - 9 comments

#540 - Start testing Python 3.12 and resolve JAX deprecation

Pull Request - State: closed - Opened by aarmey about 1 year ago - 2 comments

#539 - Avoid large concatenation within PARAFAC2 upon SVD initialization

Pull Request - State: closed - Opened by aarmey about 1 year ago - 4 comments
Labels: enhancement

#538 - Fix torch tensor creation dtype/device

Pull Request - State: closed - Opened by braun-steven about 1 year ago - 14 comments

#536 - Add max rank argument to svd_compress_tensor_slices

Pull Request - State: closed - Opened by aarmey about 1 year ago - 2 comments
Labels: enhancement

#535 - Small fixes in NN PARAFAC/PARAFAC2

Pull Request - State: closed - Opened by aarmey over 1 year ago - 2 comments
Labels: bug

#534 - Simplify proximal operator code

Pull Request - State: closed - Opened by aarmey over 1 year ago - 2 comments

#533 - Remove mxnet

Pull Request - State: closed - Opened by aarmey over 1 year ago - 9 comments

#532 - Fully deprecate mxnet

Pull Request - State: closed - Opened by aarmey over 1 year ago - 3 comments

#531 - Randomised_CP function throws a Singular Matrix error

Issue - State: open - Opened by hello-fri-end over 1 year ago - 4 comments

#530 - SVD compression of PARAFAC2

Pull Request - State: closed - Opened by MarieRoald over 1 year ago - 5 comments

#529 - AssertionError: `tensorly.tt_tensor.validate_tt_rank` test

Issue - State: closed - Opened by mobley-trent over 1 year ago - 1 comment

#527 - Is there any t-product implementation code in tensorly?Thanks

Issue - State: closed - Opened by sunshine8586 over 1 year ago - 1 comment

#526 - numpy.core._exceptions._ArrayMemoryError

Issue - State: closed - Opened by SCIKings over 1 year ago - 2 comments

#525 - Bro's line search for PARAFAC2

Pull Request - State: closed - Opened by aarmey over 1 year ago - 13 comments
Labels: performance/speed :fire:

#524 - PARAFAC2: Avoid reprojection of X during the error calculation

Pull Request - State: closed - Opened by aarmey over 1 year ago - 2 comments
Labels: performance/speed :fire:

#523 - PARAFAC2: Move normalization within CP, avoid unnecessary sign normalization in OP

Pull Request - State: closed - Opened by aarmey over 1 year ago - 1 comment
Labels: performance/speed :fire:

#521 - Better random init of factorized tensors

Issue - State: open - Opened by JeanKossaifi over 1 year ago - 1 comment

#519 - Fix initialize_tucker

Pull Request - State: closed - Opened by hello-fri-end over 1 year ago - 4 comments

#517 - Also provide H back from make_svd_non_negative()

Pull Request - State: closed - Opened by aarmey over 1 year ago - 9 comments

#516 - All nan in matrix come from non negative tucker decomposition

Issue - State: closed - Opened by hahia over 1 year ago - 3 comments

#515 - make_svd_non_negative only returns the updated U matrix

Issue - State: closed - Opened by hello-fri-end over 1 year ago - 2 comments

#514 - feat: add `pip` caching to CI

Pull Request - State: closed - Opened by SauravMaheshkar over 1 year ago - 9 comments

#513 - Miscellaneous housekeeping improvements

Pull Request - State: closed - Opened by aarmey over 1 year ago - 1 comment

#512 - Can I impute data using Tucker or CP Decomposition for categorical data?

Issue - State: closed - Opened by dohyun-kim92 over 1 year ago - 1 comment

#511 - Add randomized sampling-based ALS method for tensor ring decomposition

Pull Request - State: closed - Opened by OsmanMalik over 1 year ago - 12 comments

#508 - Documentation update for svd missing values imputation

Pull Request - State: closed - Opened by Kiord over 1 year ago - 2 comments

#506 - Fix exports and improve PLSR performance

Pull Request - State: closed - Opened by aarmey over 1 year ago - 1 comment

#505 - Use math.pi

Pull Request - State: closed - Opened by JeanKossaifi over 1 year ago - 3 comments

#504 - Fixed svd_flip() when used on GPU w/ PyTorch backend

Pull Request - State: closed - Opened by AtomicCactus over 1 year ago - 2 comments

#503 - Further testing for preserving tensor context with operations

Issue - State: closed - Opened by AtomicCactus over 1 year ago - 5 comments
Labels: bug

#502 - More efficient error calculation in PARAFAC2

Pull Request - State: closed - Opened by aarmey almost 2 years ago - 2 comments

#501 - Add ALS-based method for tensor ring decomposition

Pull Request - State: closed - Opened by OsmanMalik almost 2 years ago - 5 comments

#500 - Optional order parameter in tl.reshape can't be used with PyTorch backend

Issue - State: closed - Opened by OsmanMalik almost 2 years ago - 4 comments

#499 - Error when running sparse Robust PCA

Issue - State: open - Opened by dawe almost 2 years ago - 7 comments
Labels: bug

#498 - Would it be possible to do a non-negative partial Tucker factorization?

Issue - State: closed - Opened by MelanieN almost 2 years ago - 9 comments
Labels: new feature

#497 - Example data is missing

Issue - State: closed - Opened by arokem almost 2 years ago - 2 comments

#496 - Remove padding in Pf2

Pull Request - State: closed - Opened by aarmey almost 2 years ago - 2 comments
Labels: bug

#495 - Move choices about Khatri-Rao to tenalg backend

Pull Request - State: closed - Opened by aarmey almost 2 years ago - 5 comments
Labels: API design

#494 - Add mxnet warning and remove old deprecations

Pull Request - State: closed - Opened by aarmey almost 2 years ago - 4 comments
Labels: API design

#493 - Black formatting edits

Pull Request - State: closed - Opened by aarmey almost 2 years ago - 1 comment

#492 - Fix CP Partial Least Square

Pull Request - State: closed - Opened by cyrillustan almost 2 years ago - 6 comments
Labels: bug

#491 - Add logsumexp function

Pull Request - State: closed - Opened by braun-steven almost 2 years ago - 8 comments