https://github.com/tensorly/tensorly

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94c2ff2 Fixed svd_flip() when used on GPU w/ PyTorch backend (#504) * 503: Fixed svd_flip() when used on GPU w/ PyTorch backend * Update svd.py Added context instead of just device --------- Co-authored-by: Jean Kossaifi <jean.kossaifi@gmail.com> 01 June 2023, 14:04:59 UTC
1911fd0 Merge pull request #501 from OsmanMalik/master Add ALS-based method for tensor ring decomposition 26 May 2023, 19:22:50 UTC
42218f8 Modify code to use matricize 26 May 2023, 01:48:14 UTC
e45c97e More efficient error calculation in PARAFAC2 through inner product (#502) * More efficient error calculation * Fix transpose * Fix test * Black formatting * Add docstring --------- Co-authored-by: Aaron Meyer <git@asmlab.org> 17 May 2023, 13:59:52 UTC
f02b1c1 Add ALS-based method for tensor ring decomposition - Add function for tensor ring decomposition via ALS - Add class wrapper for said function - Add tests for new functionality 12 April 2023, 18:18:37 UTC
b648944 Update setup to distribute data 02 April 2023, 06:25:53 UTC
500c9b8 Move choices about Khatri-Rao to tenalg backend (#495) * Removing kr() from backends * Black formatting * Fix jax * Rework based on feedback * Remove unused * Remove unused * Various last edits * Grammar fix --------- Co-authored-by: Aaron Meyer <git@asmlab.org> 27 March 2023, 21:52:34 UTC
cdb0cb8 Remove padding in Pf2 (#496) * Avoid padding in parafac2 * Fix typing if tensor is passed to Pf2 --------- Co-authored-by: Aaron Meyer <git@asmlab.org> 24 March 2023, 19:12:11 UTC
393c71d Fix typos in documentation 21 March 2023, 16:55:13 UTC
563c9d9 Merge pull request #494 from meyer-lab/depracations Add mxnet warning and remove old deprecations 17 March 2023, 22:26:10 UTC
4fb9a54 Fix CP Partial Least Square (#492) * Amendment in the functions * Add more tests * Black formatting * Skip transform test on tensorflow * Some changes for the review * Adjustments to help with solving speed * Separate R2 score; make X_r2 and Y_r2 as new attributes * Avoid creating CPTensor() overhead; remove redundant reshape * Update tensorly/metrics/tests/test_regression.py Co-authored-by: Jean Kossaifi <jean.kossaifi@gmail.com> * Incorporate outer, fix randn call * More tl.tenalg.outer; used mean-centered tensor * Some fixes on R2 definitions * Make a dedicated score function to avoid copying X and Y * Black formatting --------- Co-authored-by: Aaron Meyer <ameyer@ucla.edu> Co-authored-by: Aaron Meyer <2065146+aarmey@users.noreply.github.com> Co-authored-by: Jean Kossaifi <jean.kossaifi@gmail.com> 16 March 2023, 19:35:14 UTC
35a0cb4 Fix a couple stray references 09 March 2023, 03:46:57 UTC
bb7106d Remove tensor train deprecations 09 March 2023, 03:32:08 UTC
11be264 Adjust wording of mxnet warning. 09 March 2023, 03:27:37 UTC
b427746 Merge branch 'main' into depracations 09 March 2023, 03:23:31 UTC
a26ffe0 Merge pull request #491 from braun-steven/feature/logsumexp Add logsumexp function 08 March 2023, 06:36:00 UTC
e52158d Bump version 07 March 2023, 23:21:11 UTC
122bf45 Merge pull request #489 from cohenjer/hotfix_permute_factors Hotfix permute factors 07 March 2023, 22:15:32 UTC
e0788cd Deprecate mxnet and tensorflow 05 March 2023, 18:19:56 UTC
413612e Update black formatting based on latest version of the linter (#493) 05 March 2023, 17:12:49 UTC
8482a7a Setup depracation 05 March 2023, 16:45:13 UTC
5dda133 black lint 28 February 2023, 08:40:01 UTC
ba9c055 logsumexp: Format logsumexp functions with black 27 February 2023, 12:36:07 UTC
993c4d0 logsumexp: Update docstring 27 February 2023, 12:25:28 UTC
61aaade Add logsumexp function This adds the logsumexp function using the logsumexp trick which is the numerical stable version of applying `log(sum(exp(x)))`. I chose to default to the backend implementation if available (pytorch, numpy/scipy, tensorflow, jax) and implemented the numerical stable computation of `log(sum(exp(x)))` when the backend did not provide a logsumexp function (mxnet, cupy). Additionally, I've added a unit test that checks against the numpy/scipy baseline with some 3d data tensor over all axis. 27 February 2023, 12:06:20 UTC
9a96433 Fixing tests inputs congruence coefficient 21 February 2023, 10:03:10 UTC
bb2d5cc more black linting 20 February 2023, 11:39:12 UTC
d0be9bd black reformatting 20 February 2023, 11:36:25 UTC
c011b7c removing commented lines 20 February 2023, 11:35:11 UTC
6d96644 fix cp_permute_factors() #487 20 February 2023, 11:27:39 UTC
4b7abac Merge pull request #485 from meyer-lab/test-einsum Fix einsum backend and run full test suite against it 16 February 2023, 20:27:24 UTC
10a03a3 Fix factor conjugate, weights=None case 25 January 2023, 02:51:55 UTC
36a5795 Add testing for einsum backend 24 January 2023, 23:40:01 UTC
e5dd284 Fix for f-strings and test compatibility with python 3.7, 3.9 and 3.10 (#482) Removes f-string syntax that is not supported in Python 3.7. To prevent incompatibilities in the future, the tests (with Numpy backend) are now run on several of the supported Python versions. Fixes #479 and #473. 24 January 2023, 00:54:00 UTC
da0b3fa Merge pull request #480 from cohenjer/fetch_kinetic Fetch kinetic 23 January 2023, 23:54:42 UTC
15bc812 Updating docstring and api refs 23 January 2023, 09:04:09 UTC
f150977 black linting and ticks update 20 January 2023, 14:18:30 UTC
1a4cc7f Merge branch 'main' into fetch_kinetic 20 January 2023, 13:37:04 UTC
82813d9 adding Kinetic data locally 20 January 2023, 13:35:46 UTC
75556ce Moderately speeds up and adds testing for CP, PARAFAC2, and Tucker (#478) * Test adjustments * Fix * Remove index_update from parafac2 * Consolidate CP tests * Fix torch * Black formatting * Add durations to testing output * More adjustments to speed up parafac2 test times * Fix test random states * Fix merge conflicts * Small fixes * Small fixes * Update Github actions * Fix occasional TTOI error * Fix mxnet test * Fix PARAFAC2 normalize factors * Fixes and black formatting Co-authored-by: Aaron Meyer <github@asmlab.org> 17 January 2023, 18:44:42 UTC
8ff7e29 Satisfy linter 15 January 2023, 01:29:02 UTC
25b505b Temporarily disable Kinetic db test 15 January 2023, 00:39:06 UTC
0b717ee Merge pull request #472 from cohenjer/correct_indian_pines Adding indian pines locally and updating loader 10 January 2023, 17:38:26 UTC
e59d93a Merge pull request #474 from meyer-lab/simplify-parafac2 Remove in-place projection operations in PARAFAC2 10 January 2023, 17:32:45 UTC
2596f8f Changing data from .mat to .npy 10 January 2023, 12:42:35 UTC
bb78654 A little more simplification 05 January 2023, 20:51:03 UTC
9e07374 Remove indexing 05 January 2023, 17:55:47 UTC
e672a77 black linter 03 January 2023, 14:05:41 UTC
258cd45 correcting tests 03 January 2023, 14:03:54 UTC
7f005db adding indian pines locally and updating loader 03 January 2023, 13:53:17 UTC
7a252eb Update tensorly overview 01 January 2023, 16:19:59 UTC
59480a0 DOC: fix theme link 01 January 2023, 15:38:04 UTC
dc1ede1 DOC: document backend static and dynamical dispatching 01 January 2023, 15:32:20 UTC
6156d9e Improve doc 01 January 2023, 15:09:49 UTC
3f2dc4c Use git version of the theme 01 January 2023, 15:09:29 UTC
0db7d20 DOC: Revert logo change 31 December 2022, 21:42:05 UTC
5200312 Try fixing website logo 31 December 2022, 21:32:04 UTC
7fab77b DOC: revert last conf change 31 December 2022, 21:16:42 UTC
7fc82e4 DOC: remove permalinks 31 December 2022, 18:34:33 UTC
627b671 Doc: Add SVD interface to API 31 December 2022, 18:25:56 UTC
9db3be1 Adds CP-PLSR to API + docstring fix 31 December 2022, 18:16:46 UTC
046fbc8 Add corr-index to API 31 December 2022, 16:00:35 UTC
4685dbf Randomized parafac: no verbosity by default 31 December 2022, 14:37:18 UTC
971c763 Adds cuQuantum pluging 31 December 2022, 14:36:41 UTC
9204e5a Einsum plugin: only reset if not None 31 December 2022, 10:20:44 UTC
5c04c97 Update conf for latest theme version 30 December 2022, 15:28:25 UTC
8cb530a Update cite 30 December 2022, 15:27:28 UTC
1b5f59e Adds cff citation 30 December 2022, 15:24:18 UTC
d277364 DOC: clearer API 29 December 2022, 21:25:30 UTC
7080de5 Covid example: Valid REST links 29 December 2022, 20:49:27 UTC
720875a Black linting 29 December 2022, 20:47:49 UTC
5d6911f Improve TT-OI and add to API 29 December 2022, 20:14:07 UTC
f3cea95 CP: improve doc 29 December 2022, 20:14:01 UTC
83ddb53 Add reference for opt-einsum 29 December 2022, 20:13:41 UTC
04f1900 Website: add dropdown 29 December 2022, 20:13:18 UTC
bb13180 TT-TTOI test: increase tolerance 29 December 2022, 14:49:33 UTC
eb4fe65 FIX Black linting 29 December 2022, 14:41:38 UTC
a0c8fae FIX test_tt_TTOI for MXNet 29 December 2022, 14:37:51 UTC
d4b06b9 DOC: update to maintained jsmin 29 December 2022, 14:12:48 UTC
9283533 Merge branch 'main' of https://github.com/tensorly/tensorly 29 December 2022, 14:11:51 UTC
d66110f CP: fix undefined unnorml_rec_error 29 December 2022, 14:11:30 UTC
2c24f2b FIX test for MXNet 29 December 2022, 11:04:30 UTC
532a364 CI FIX 28 December 2022, 20:56:59 UTC
9e7bf8a CI MXNet test: revert numpy Identified the issue - MXNet isn't updated to support latest version of NumPy that deprecated np.bool -- reverting to previous one (1.23.1) 28 December 2022, 20:48:06 UTC
cbf2b77 CI MXNet test: revert to 1.8 28 December 2022, 20:38:28 UTC
8ea4eff CI test MXNet: trying to fix 28 December 2022, 20:34:13 UTC
14d3bbe Merge branch 'main' of https://github.com/tensorly/tensorly 28 December 2022, 20:28:17 UTC
e77c0a1 FIX validate_tucker_tensor 28 December 2022, 20:27:55 UTC
91fdf2f Merge pull request #434 from MarieRoald/backend_specific Decorator for backend specific implementations 28 December 2022, 17:49:50 UTC
17f02b2 Merge branch 'main' of https://github.com/tensorly/tensorly 28 December 2022, 13:00:35 UTC
cc43d68 Update setup files 28 December 2022, 13:00:16 UTC
dd82048 bump version + import submodules 28 December 2022, 13:00:03 UTC
9e448d7 Merge pull request #411 from Lili-Zheng-stat/updated_main Add TTOI functions 27 December 2022, 21:08:30 UTC
c72ef9c Fix for bool value in svd 27 December 2022, 14:57:04 UTC
b835702 Merge branch 'main' of https://github.com/tensorly/tensorly into updated_main 27 December 2022, 14:33:21 UTC
ade7a87 Merge pull request #467 from johnthagen/patch-1 Use a secure link to tensorly.org 27 December 2022, 14:20:18 UTC
15d9647 Merge pull request #462 from JeanKossaifi/opt-einsum-plugin Adds opt-einsum path caching plugin 27 December 2022, 14:11:06 UTC
ccfa6e2 FIX sparse backend version check 27 December 2022, 12:44:47 UTC
5dd20f7 Black formatting 26 December 2022, 19:36:49 UTC
d25ce1c Adds documentation for the plugins 26 December 2022, 19:34:33 UTC
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