deepchecks

Commits

• 72e1556: attempt fix build (Noam Bressler)
• 35f6080: build fixes for 0.18.1 (Noam Bressler)

Documentation

• fix typos in README.md [skip ci] (#2699) #2699 (Eyal C)
• add RayanAAY-ops as a contributor for code, and ideas (#2733) #2733 (allcontributors[bot])

Commits

• d1c07ab: Change nlp model properties to use onnx optimized models (Nadav Barak) #2681
• 3eaca24: Remove empty_gpu for cached models (Nadav Barak) #2682
• 9890fd5: Part of the vulnerability fixes required by Snyk (#2683) (Noam Bressler) #2683
• 3f148f1: Fix CI/CD (#2685) (Harsh Jain) #2685
• c2bbd59: Bump dev version (#2686) (Noam Bressler) #2686
• cf4a7ea: Added support for filterting check results by name (#2695) (Harsh Jain) #2695
• a40e8c3: modification of language property text (#2704) (Nadav Barak) #2704
• 9806488: Change lexical density to a 0-1 float (#2708) (Noam Bressler) #2708
• f8eaa0c: Vulnerability issues fix by Synk (#2703) (Harsh Jain) #2703
• 6ff7d2a: Code optimization for cleaning special chars from string (#2698) (Manish Kumar) #2698
• 76b92c8: change_weak_segments_na_logic (#2709) (JKL98ISR) #2709
• c4af7dd: segments bug fix with na (#2712) (Nadav Barak) #2712
• 708bac7: weak segment should have maximum of 1 category (#2705) (Nadav Barak) #2705
• 7bb31d1: remove ipython req (#2716) (Noam Bressler) #2716
• 42cf4b3: improved documentation (#2717) (Nadav Barak) #2717
• 7639a35: Limit a newer sklearn version that breaks _ProbaScorer (#2723) (Noam Bressler) #2723
• 2ef42a0: Fix build (#2731) (Noam Bressler) #2731
• 5db924d: Remove benchmark history check (#2732) (Noam Bressler) #2732
• 32cb218: update ver and docs (Noam Bressler)

Documentation

• add arterm-sedov as a contributor for doc (#2662) #2662 (allcontributors[bot])

Commits

• 5ac2107: bump version (Noam Bressler)
• 1c539f6: more robust nan handling when creating TextData label (#2653) (Noam Bressler) #2653
• e617151: switch to better Toxicty model (#2656) (Noam Bressler) #2656
• 2d0cbf5: Corrected grammar in dataset_object.rst (#2661) (arterm-sedov) #2661
• f9251b2: A new check - frequent substrings: (shiritdvir) #2654
• fa81d36: Adding a doc to the new check - frequent substring (#2663) (shiritdvir) #2663
• 11bc134: calibrate the toxicity model (#2664) (Noam Bressler) #2664
• f378c27: Slight adjustment to prefer larger segments (#2665) (Noam Bressler) #2665
• fd0e529: use device_map=auto when accelerate is installed (#2666) (Noam Bressler) #2666
• 853084d: remove extended (#2655) (Noam Bressler) #2655
• 7fd01a2: avoid installing future versions of pandas, and solve issue with pandas 2.1.0 (#2669) (Noam Bressler) #2669
• 1586dd0: cache models on cpu + hugging face based quantization (#2671) (Nadav Barak) #2671
• 0115c80: Update code owners (#2672) (Noam Bressler) #2672
• ee7e31a: Merge branch 'main' into 0.17.x (Noam Bressler)

Commits

• fefb941: Bump hotfix version (#2601) (Noam Bressler) #2601
• 300218b: [DOCS] Update README.md (#2602) (shir22) #2602
• dacf11c: Update drift guide for nlp (#2595) (Nir Hutnik) #2595
• f15f3be: multivariate drift fix (#2603) (JKL98ISR) #2603
• b1fa92e: Changed model_classes logger warning and made sure tabular only warns once (#2604) (Nir Hutnik) #2604
• c521fc7: fix many warnings when using joblib (weak segments) (#2609) (JKL98ISR) #2609
• 18aa661: Not raise DeepchecksProcessError for UnderAnnotated + WeakSegments (#2611) (Harsh Jain) #2611
• dac4bc6: Added .describe() function to the TextData class (#2606) (Harsh Jain) #2606
• 17455f5: Added is_english property & flag to calculate english-only properties on non-english identified samples (#2616) (Nir Hutnik) #2616
• 3ec7ac8: Update scipy version and broken pillow dependencies in requirements (#2620) (Harsh Jain) #2620
• e481a87: Improved heatmap display for confusion matrix report (#2617) (Harsh Jain) #2617
• 908e4da: Calculation of NLP properties with batches (#2621) (Itay Gabbay) #2621
• f3c420f: small refactor in properties calculation (#2627) (Nadav Barak) #2627
• d21213d: bug fix properties calc on single sample batch (#2628) (Nadav Barak) #2628
• 78eebd2: Add long description for properties, and update some of the short ones. (#2629) (Noam Bressler) #2629
• 6017cb9: fix nlp device kwargs (#2632) (JKL98ISR) #2632
• 2ea001e: Add examples to new and existing properties (#2634) (Noam Bressler) #2634
• 5723808: Amend docs - use spearman rather than Pearson (#2636) (Noam Bressler) #2636
• 3071ebf: Differentiate special chars from punctuations (#2635) (Noam Bressler) #2635
• 407652a: Rename Readability Score to Reading Ease (#2639) (Noam Bressler) #2639
• fa069e6: Fix (Itay Gabbay)
• bd95147: Add ability to cache text prop models (#2641) (Shay Tsadok) #2641
• de04894: Fix mixup in dataset names and colors in feature drift (#2644) (Noam Bressler) #2644
• deb16bc: Fix the Simple Model Comp condition (#2647) (Noam Bressler) #2647
• daad127: Weak segment - return single segment per feature argument (#2645) (Nadav Barak) #2645
• 79ad491: rename is english to english text (#2648) (Noam Bressler) #2648
• fcd084e: Return nan embeddings for empty samples (#2649) (Noam Bressler) #2649
• 3adfe0a: Merge remote-tracking branch 'origin/0.17.x' into 0.17.x (Noam Bressler)
• 5b0f2e2: Merge branch 'main' into 0.17.x (Noam Bressler)

Commits

• 79422c2: bump hotfix version (#2592) (Noam Bressler) #2592
• 7847336: [DOCS] Update Readme (#2593) (shir22) #2593
• e22250e: Fix new albumentations issue (#2594) (Nir Hutnik) #2594
• 867c934: [DOCS] Update Continuous Validation in Welcome (#2596) (shir22) #2596
• 057d795: Setting any non-numeric value to nan and tests (#2597) (Harsh Jain) #2597
• 62a73ae: airbnb fixes and improvements (#2600) (JKL98ISR) #2600
• f5c10d3: Merge branch 'main' into 0.17.x (Noam Bressler)

Commits

• f6dabcd: docs hotfix - removed alpha for nlp (#2590) (Nadav Barak) #2590
• cd80bcd: Merge branch 'main' into 0.17.x (Noam Bressler)
• e1682c1: bump hotfix version (Noam Bressler)

Commits

• 0cda40a: 0.17.x update to main (#2587) (Nir Hutnik) #2587
• 8cf5507: [MON-2260] 'un_numpy' func fix (#2586) (Yurii Romanyshyn) #2586
• a26f5cb: Nb/docs/small fixes (#2589) (Nadav Barak) #2589
• 7bc2be0: Merge branch 'main' into 0.17.x (Noam Bressler)

Documentation

• add hjain5164 as a contributor for doc (#2555) #2555 (allcontributors[bot])
• add hjain5164 as a contributor for bug (#2564) #2564 (allcontributors[bot])

Commits

• f728941: update version to 0.14.1.dev1 (#2546) (Noam Bressler) #2546
• d84ac71: [DEE-550] fix - 'dataset.select' mutates provided columns list (#2544) (Yurii Romanyshyn) #2544
• c153794: updated embeddings calculation functions names (#2548) (Nir Hutnik) #2548
• 5654063: fix deprecated styler method (#2550) (matanper) #2550
• 87de7d7: Noam/bugfix/token class bugfixes (#2551) (Noam Bressler) #2551
• a9c91cf: Fix prediction/label drift for token classification (#2553) (Nir Hutnik) #2553
• b097a88: Elaborate contribution guide for windows (Harsh Jain) #2534
• a4144b3: Fixed message for missing embeddings (#2554) (Nir Hutnik) #2554
• 1ab9aef: Fixed minor bug in TrainTestPerformance condition (Nir Hutnik) #2556
• ce15432: iqr range modification (#2557) (Nadav Barak) #2557
• 7c031aa: Add min_samples and n_top_classes to TrainTestPerformance in NLP (#2558) (Nir Hutnik) #2558
• bc74006: Missing package name in NLP quickstart (#2563) (Harsh Jain) #2563
• a487b0c: Nb/bug/weak segments fill na (#2560) (Nadav Barak) #2560
• cd1898f: data duplicates takes a long time for long docs (#2561) (Noam Bressler) #2561
• 7d311f5: Create token classification use case (#2559) (Noam Bressler) #2559
• 269a170: fix error in pandas 2 (#2567) (matanper) #2567
• 746a8c5: reorder checks in suites NLP (#2568) (Nadav Barak) #2568
• 7c5f3fb: Utilize fast tokenizers in Unknown Tokens check (Noam Bressler) #2569
• 133d395: Fix bug in binary classification support in nlp (Nadav Barak) #2571
• 70d6289: Improved run times of properties (Nir Hutnik) #2566
• 96c67c0: Fix the property drift check name and others various fixes (#2572) (Noam Bressler) #2572
• 70886a5: [MON-2340] moved airbnb files to s3 (#2575) (Yurii Romanyshyn) #2575
• 90cc7d6: Nb/feat/special chars check (#2576) (Nadav Barak) #2576
• ab64c80: Added description and URL for text properties in plots (#2574) (Harsh Jain) #2574
• 6889a3c: [DOCS] Update readme (unify testing, ci & testing management, monitoring) (#2577) (shir22) #2577
• 42bd8c6: [DOCS] Update Readme (#2580) (shir22) #2580
• ac7b35d: Embed long documents with openai (#2573) (Noam Bressler) #2573
• 5a39ec5: take properties type from built in dict and not from user. (#2579) (Noam Bressler) #2579
• d1af76b: replace airbnb link (#2584) (matanper) #2584
• 59464b8: condition for outlier check + bug fix in validation (Nadav Barak) #2583
• b62a8bd: Noam/address null properties (#2585) (Noam Bressler) #2585
• 43dc418: Fix bugs in properties - make long run calcs work faster again. (Nir Hutnik) #2581
• 1e24c21: updated version (nirhutnik)

Commits

• 6b6c4cb: [DEE-456] nlp dummy model refactoring (#2511) (Yurii Romanyshyn) #2511
• 90d34eb: update main to 0.14.0 (#2521) (Noam Bressler) #2521
• fe3f69e: Plot files under annotated checks (#2516) (Nadav Barak) #2516
• 3ebf01c: Fixes #2454 Added Readability score and average sentence length text property (#2512) (Harsh Jain) #2512
• 63606de: fix version in docs (#2522) (JKL98ISR) #2522
• 3ff8209: fix version in docs (#2522) (JKL98ISR)
• f205e23: change nlp to beta (#2527) (Noam Bressler) #2527
• d6bab6a: Changed text embeddings to numpy array (Nir Hutnik) #2528
• 78124a9: Nb/feat/support multi label (#2531) (Nadav Barak) #2531
• a08cb72: Added support of token classification to PredictionDrift & LabelDrift (#2533) (Nir Hutnik) #2533
• 7f88992: Updated label display in NLP (#2532) (Nir Hutnik) #2532
• 90fff26: [DEE-417] do not calculate english-only text properties for not english samples (#2525) (Yurii Romanyshyn) #2525
• a2b9fce: [DOCS] Add JMLR Paper reference to CITATION.cff (#2486) (shir22) #2486
• 32fb463: Extended just dance dataset + small fixes (#2538) (Nadav Barak) #2538
• cdab603: Remove langdetect from requirements (Nir Hutnik) #2535
• aaafe51: Noam/dee 593 plot example for integrity checks (#2542) (Noam Bressler) #2542
• 1baf39f: Noam/dee 530 feat improved quickstart for nlp (#2540) (Noam Bressler) #2540
• cac68b9: fix set_precision in pandas deprecated (#2543) (matanper) #2543
• a886103: multi label quick start (#2541) (Nadav Barak) #2541
• a1f921e: Fixes #2524 Refactoring of the calculate_default_properties function and adding new text properties (#2536) (Harsh Jain) #2536
• fbecc3e: fix reference to nlp in vision (#2545) (Noam Bressler) #2545
• 119104d: Merge branch 'main' into 0.14.x (Noam Bressler)

Documentation

• add thewchan as a contributor for code (#2441) #2441 (allcontributors[bot])
• add hjain5164 as a contributor for code (#2499) #2499 (allcontributors[bot])

Commits

• 2a24338: updated dataset - airbnb (#2434) (Nadav Barak) #2434
• 656d5fc: refactor text data (#2432) (Nadav Barak) #2432
• 1657295: Add Additional Permissions to License (shir22) #2436
• 9449798: Improve column type inference (#2440) (matanper) #2440
• d246a34: fix sklearn warning (#2442) (matanper) #2442
• 32536c8: Update MANIFEST.in to include nlp-prop-requirements.txt (#2437) (Matt Chan) #2437
• a084852: [DEE-443;DEE-460] text properties refactoring; removal of 'TextData.properties_types' and 'TextData.metadata_types' (#2438) (Yurii Romanyshyn) #2438
• 4dc1bad: nlp doc structure + metrics_guide.rst (#2449) (Nadav Barak) #2449
• 78867f8: don't fail on langdetect (#2444) (matanper) #2444
• c03a2ae: tweet eval ds update + single dataset performance (#2451) (Nadav Barak) #2451
• 0d105c8: [DEE-440] added error msg to checks that do not support token/multi-label classification (#2445) (Yurii Romanyshyn) #2445
• 76d5957: performance docs NLP (#2453) (Nadav Barak) #2453
• 750d2d6: [DEE-457] "PropertyDrift" and "TrainTestPerformance" checks (#2456) (Yurii Romanyshyn) #2456
• ca57913: update_version_to_comply_with_new_pep (#2466) (JKL98ISR) #2466
• 53c8d87: fix hide index (#2465) (matanper) #2465
• 1bec6b5: Nb/feat/multi label (#2467) (Nadav Barak) #2467
• aee73d1: [DEE-486] nlp 'token_*_per_class' scorers fix (#2458) (Yurii Romanyshyn) #2458
• e4429e3: documentation restructure (Nadav Barak) #2457
• 0b39ef1: Added properties and metadata guides (#2468) (Nir Hutnik) #2468
• cfb005c: Remove failing test (#2473) (Noam Bressler) #2473
• 019ac48: [DEE-510] nlp integrity checks (#2471) (Yurii Romanyshyn) #2471
• c733c14: Examples for property drift and train test performance (Noam Bressler) #2470
• c565c04: update_cli_ubuntu (#2474) (JKL98ISR) #2474
• c503c94: Add unknown token check (#2483) (Noam Bressler) #2483
• c369227: [DOCS] Update Main Page for New Structure (#2484) (shir22) #2484
• d99add3: Nb/docs/warnings fix (#2482) (Nadav Barak) #2482
• 3bbaa09: simplify weak segments (#2485) (Nadav Barak) #2485
• 2e08fd8: Update welcome and add link to Deepchecks Monitoring (#2490) (shir22) #2490
• bcbfa68: add test data docs (#2488) (Noam Bressler) #2488
• 294ed16: Noam/dee 538 better handle download of nltk (#2493) (Noam Bressler) #2493
• 728cc44: Weak segments refactor + bug fix (#2491) (Nadav Barak) #2491
• 7f107b2: [BUG] added forgotten 'raise' keyword (#2496) (Yurii Romanyshyn) #2496
• 4a66c72: Fixes #2452 Added two new text properties (#2478) (Harsh Jain) #2478
• 0e011b0: Several fixes (Noam Bressler) #2494
• f9bf86d: Noam/bugfix/nlp various fixes (Noam Bressler) #2501
• 0138592: [DEE-506] added 'models_storage' param to the 'calculate_default_properties' function (#2477) (Yurii Romanyshyn) #2477
• 9d1261c: Feat/Add Misclassified samples lower than condition to Confusion Matrix Report (#2500) (Kishore Sampath) #2500
• 122263b: Improve lang detection (#2506) (Noam Bressler) #2506
• 5e60e95: Noam/dee 480 support weak segments in multilabel (#2507) (Noam Bressler) #2507
• 7e0365b: Fix api docs (#2508) (Itay Gabbay) #2508
• 8e73fe2: Noam/feature/update default suites (#2510) (Noam Bressler) #2510
• 45bc883: Nb/feat/under annotated checks (#2505) (Nadav Barak) #2505
• 56bedfb: Added embeddings drift check + embeddings support in TextData (#2502) (Nir Hutnik) #2502
• 411a25a: under annotated check - support multi label and token classification (#2513) (Nadav Barak) #2513
• 0dc9d7f: [DOCS] Update ci-cd order and fix link (#2514) (shir22) #2514
• 59535f3: small fixes (#2515) (Noam Bressler) #2515
• 7b49dc2: 0.14.0 release (Noam Bressler)
• cfc9f9d: fix fasttext file path issue (#2518) (Noam Bressler) #2518
• 03960dc: Merge branch 'main' into 0.14.x (Noam Bressler)

Documentation

• add mglowacki100 as a contributor for code (#2407) #2407 (allcontributors[bot])

Commits

• 30cb5d1: updated switcher.json for 0.13.x (#2394) (Nir Hutnik) #2394
• bbcc98f: Fixing docs size (#2395) (Itay Gabbay) #2395
• 053bbea: change aggregation methods (#2396) (Nadav Barak) #2396
• 1362c79: [FIX] Update sequence_to_numpy to support pd.Series (#2398) (OrdoAbChao) #2398
• 2acd768: fix ipywdigets error (#2412) (matanper) #2412
• 20725f9: Add huggingFace properties (#2409) (Noam Bressler) #2409
• 331d5cd: Added TextPropertyOutliers Check (#2410) (Nir Hutnik) #2410
• 00a084f: Fix nlp properties runtime (#2417) (Nir Hutnik) #2417
• f1ba8b8: Q & A via open ai, bug fix for weak segments (#2420) (Nadav Barak) #2420
• 180b455: remove need for labels in prediction drift (#2424) (Noam Bressler) #2424
• 73cb2d9: Nb/feat/confusion matrix nlp (#2426) (Nadav Barak) #2426
• 7a4477d: feature drift reduce output method fix (#2428) (Yurii Romanyshyn) #2428
• f875814: fix feature importance in feature drift reduce (#2429) (JKL98ISR) #2429
• 326ec9f: fix new_category_train_test.py display (#2430) (Nadav Barak) #2430
• 7c97676: fix edge case drift (#2431) (JKL98ISR) #2431
• 0bd8be4: Fix bugs in Text Outliers display (#2433) (Nir Hutnik) #2433
• bcf5d99: Merge branch 'main' into 0.13.x (nirhutnik)
• 49e5f9b: updated version (nirhutnik)

Commits

• 59c96c3: Bumping to 0.12.0 🚀 (Itay Gabbay) #2356
• e15761e: fix for binary scorer with single class (#2352) (matanper) #2352
• 04a0ba3: balance distributions in cramers v + new aggregation methods (Nadav Barak) #2354
• 9a57a4c: Fix calculate feature importance for regression (#2358) (Noam Bressler) #2358
• f544e21: small spelling fix (#2359) (Noam Bressler) #2359
• ab56c3d: fix for imbalanced classes drift (#2361) (Nadav Barak) #2361
• 0bf7a80: Add large version of airbnb dataset (#2362) (Noam Bressler) #2362
• 744b39b: Fix new label reduce & add 2 reduce functions (#2363) (Noam Bressler) #2363
• 803fdec: defaults for single_dataset_performance.py (#2366) (Nadav Barak) #2366
• 020558a: changed plotly version to the latest (#2360) (Yurii Romanyshyn) #2360
• 3ac5d5f: Solve issue with pps inferring label type from dtype (#2367) (Noam Bressler) #2367
• cd16a8d: fix issue with reduce for integrity check (#2368) (Noam Bressler) #2368
• b3ebd99: Mixed null reduce now ignores a single null type (#2370) (Noam Bressler) #2370
• 3dda478: [DOCS] Update Welcome Docs (#2372) (shir22) #2372
• 675ec04: Added new NLP subpackage (alpha version) (#1907) (Noam Bressler) #1907
• 6e4f7ab: fix sorting of new category display (#2384) (matanper) #2384
• 6e28edf: Updated licenses in nlp (#2390) (Nir Hutnik) #2390
• 218f339: Add NLP quickstart and improve docs (Noam Bressler) #2383
• 85e69bf: Created new checks without the redundant TrainTest prefix (#2369) (Ofir Nissim) #2369
• 962fbae: Removing 0.3,0.4,0.5 from docs (Itay Gabbay)
• 08e32cd: Added and corrected redirects (#2392) (Ofir Nissim) #2392
• 9701756: Fix link and address LabelDrift (#2393) (Noam Bressler) #2393
• 3391ad6: version (nirhutnik)
• d1d660d: Merge branch 'main' into 0.13.x (nirhutnik)

Commits

• c8e3607: fix numeric lists in ci/cd docs (#2321) (matanper) #2321
• 4701569: Improve vision data head display (#2322) (matanper) #2322
• 67d6cf3: Add NewCategory to prod suite (#2324) (Noam Bressler) #2324
• cca4c2f: Noam/mon 1644 enable f1 as a default metric (#2326) (Noam Bressler) #2326
• 8c22221: Add imbalanced drift method (#2329) (Nir Hutnik) #2329
• 8daa466: Change KS to be the default drift method (#2330) (Nir Hutnik) #2330
• 025c162: added exception or drift_mode!=prediction and balance_classes=True for prediction drift (#2331) (Nir Hutnik) #2331
• a04a354: Fixed missed default (#2335) (Nir Hutnik) #2335
• 5c5b20a: ignore min_category_size_ratio for balance_classes=True (#2336) (Nir Hutnik) #2336
• 7dae2bb: Added the n_to_show parameter for the TrainTestSamplesMix test (#2337) (Michael Marien) #2337
• 1b26675: added min_samples to all drift checks (#2339) (Nir Hutnik) #2339
• ce8297b: Move the deepchecks metrics (fpr fnr tnr) multiclass versions to multiclass only (#2340) (Noam Bressler) #2340
• 018884d: fix if on pandas object (#2342) (JKL98ISR) #2342
• f148ae7: Fixing many issues in the docs (#2343) (Itay Gabbay) #2343
• 8121b7d: small updates to vision data head (#2347) (matanper) #2347
• ad707d2: fix train_test_prediction_drift reduce fails on value of 0 (#2346) (matanper) #2346
• 1867791: Added validation and normalization of feature importance (#2348) (Nir Hutnik) #2348
• 9a2f0bb: Consistent order in feature drift (#2349) (matanper) #2349
• 2e9cd7c: Bumping to 0.12.0 (Itay Gabbay)
• 6663f27: fixed bug in drift score min samples ordering (#2350) (Nir Hutnik) #2350
• 3e10c18: Merge branch 'main' of https://github.com/deepchecks/MLChecks into 0.12.x (Itay Gabbay)

Documentation

• add MichaelMarien as a contributor for doc, and bug (#2309) #2309 (allcontributors[bot])

Commits

• c7a6393: 0.11.0 bump (#2312) (Nadav Barak) #2312
• 10aa3c8: Update licence notice to include 2023 (#2314) (Noam Bressler) #2314
• dc475d1: aggregation method to be able to be set to None (left 'none' in for now for version stuff, will remove later) (#2313) (JKL98ISR) #2313
• bf825e3: Fix coverage issue with Yolov5 files (matanper) #2311
• 53c7470: fix aggregation type validation in drift (#2318) (JKL98ISR) #2318
• ceccfa4: fix missing assets (#2319) (matanper) #2319
• 0b8a5b0: Add first CICD docs (#2287) (matanper) #2287
• 13c84c4: Merge branch 'main' into 0.11.x (Nadav-Barak)
• 2328cf8: hotfix - vision assets (Nadav-Barak)

Documentation

• add chendingyan as a contributor for bug (#2237) #2237 (allcontributors[bot])
• add OlivierBinette as a contributor for code, doc, and ideas (#2243) #2243 (allcontributors[bot])
• add vargasa as a contributor for doc (#2297) #2297 (allcontributors[bot])

Commits

• db76e28: Updating the stable release to 0.10 (Itay Gabbay)
• 9e6a1b7: Add ReduceLabelMixin (#2195) (Noam Bressler) #2195
• 242987d: Fix for numpy 1.24 (#2215) (matanper) #2215
• f6ec207: Add y_pred to task type infer (#2204) (matanper) #2204
• 7999192: Download yolo pretrained from figshare (#2220) (matanper) #2220
• c6a4772: Fix various warnings (#2207) (Noam Bressler) #2207
• 3138c2c: fix problems with missing classes (#2223) (JKL98ISR) #2223
• 4280ae7: torch hub coco - skip github validation (#2224) (matanper) #2224
• cdfcfc5: Add explicit error message for binary scorers (#2230) (matanper) #2230
• 1dda60c: simple model scorers to accept averaged scorers (#2236) (JKL98ISR) #2236
• 2d3de6b: fix typo (#2239) (Noam Bressler) #2239
• abbed6e: Implement PerformanceBias (#2225) (#2226) (Noam Bressler) #2226
• ce2870f: fix contributor table (#2246) (Noam Bressler) #2246
• 88907b0: Does not copy dataset if n_samples is none (#2245) (matanper) #2245
• a6ec6af: fix some type hints (#2249) (matanper) #2249
• cd4eec6: Fix PerformanceBias's documentation example: fix indent and fix ZeroDivision warning (#2250) (Olivier Binette) #2250
• 42810b2: ignore na default in label drift (#2252) (Nadav Barak) #2252
• 08eee13: Rename category mismatch to new category and update display (#2255) (matanper) #2255
• d81b897: New Issues will be labels with "linear" to get synced (#2278) (Itay Gabbay) #2278
• 1e52078: percent_of_nulls fig fix (#2247) (JKL98ISR) #2247
• f984ff4: Improve tabular context performance (#2281) (matanper) #2281
• 730cb8a: Warning Typo Fix (#2293) (Andres Vargas) #2293
• 8de8795: remove top 5 + some name changes (#2303) (JKL98ISR) #2303
• caeaa09: Vision renewed (#2300) (Nadav Barak) #2300
• 1ffb934: Vision docs fixes (#2307) (Itay Gabbay) #2307
• c17aea3: Add a production suite (Noam Bressler) #2310
• 80c612f: Correctly spell supported with two p's (#2308) (Michael Marien) #2308
• fd5f638: 0.11.0 bump (Nadav-Barak)

What's Changed

• Fix columns info data integrity call to return all columns by adding None to 'column_importance_sorter_dict' by @alphabetagamer in https://github.com/deepchecks/deepchecks/pull/2120
• 1945 additional property texture level by @TheSolY in https://github.com/deepchecks/deepchecks/pull/2128
• Enable getting model predictions using only the proba and the model_classes by @noamzbr in https://github.com/deepchecks/deepchecks/pull/2126
• 2095 deepcheck vision metrics access by @TheSolY in https://github.com/deepchecks/deepchecks/pull/2127
• docs: add alphabetagamer as a contributor for code, and bug by @allcontributors in https://github.com/deepchecks/deepchecks/pull/2129
• image properties linton by @JKL98ISR in https://github.com/deepchecks/deepchecks/pull/2123
• 1721 update cv quickstarts remove reference to full suite by @TheSolY in https://github.com/deepchecks/deepchecks/pull/2132
• Add mask dataset by @noamzbr in https://github.com/deepchecks/deepchecks/pull/2130
• change time_index to day_index by @noamzbr in https://github.com/deepchecks/deepchecks/pull/2136
• Fix the x zoom in edge cases of drift by @noamzbr in https://github.com/deepchecks/deepchecks/pull/2138
• [Fix: 2110] Pass feature_importance_timeout through to feature importance by @IngoStatworx in https://github.com/deepchecks/deepchecks/pull/2121
• docs: add IngoStatworx as a contributor for code, and bug by @allcontributors in https://github.com/deepchecks/deepchecks/pull/2140
• Add an util to display the wolf husky dataset by @noamzbr in https://github.com/deepchecks/deepchecks/pull/2139
• Ignore nans completely in new category check by @noamzbr in https://github.com/deepchecks/deepchecks/pull/2143
• Fix _do_static_prop by @matanper in https://github.com/deepchecks/deepchecks/pull/2145
• Fix warning in task_inference.py by @matanper in https://github.com/deepchecks/deepchecks/pull/2149
• Greater is better by @noamzbr in https://github.com/deepchecks/deepchecks/pull/2155
• Bug fix ROC report + some code cleanup by @Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/2154
• docstring rule all by @Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/2157
• Remove reduce from TrainTestPerformance by @noamzbr in https://github.com/deepchecks/deepchecks/pull/2156
• 1780 vision weak segment performance by @TheSolY in https://github.com/deepchecks/deepchecks/pull/2148
• Add return statement to the validate_format function by @osw282 in https://github.com/deepchecks/deepchecks/pull/2133
• docs: add osw282 as a contributor for code by @allcontributors in https://github.com/deepchecks/deepchecks/pull/2162
• Make CI pipeline run also on major feature branches by @noamzbr in https://github.com/deepchecks/deepchecks/pull/2167
• Fix debugpy license check by @matanper in https://github.com/deepchecks/deepchecks/pull/2180
• Cml markdown by @bgalvao in https://github.com/deepchecks/deepchecks/pull/2147
• fixing test-windows by @ItayGabbay in https://github.com/deepchecks/deepchecks/pull/2178
• Fix cat segmentation by @noamzbr in https://github.com/deepchecks/deepchecks/pull/2163
• Update all contributors badge by @matanper in https://github.com/deepchecks/deepchecks/pull/2183
• docs: add bgalvao as a contributor for code, and doc by @allcontributors in https://github.com/deepchecks/deepchecks/pull/2182
• Created junit serialization capability by @rcwoolston in https://github.com/deepchecks/deepchecks/pull/2159
• docs: add rcwoolston as a contributor for code, doc, and ideas by @allcontributors in https://github.com/deepchecks/deepchecks/pull/2164
• [DOCS] fix readme and update badge template by @shir22 in https://github.com/deepchecks/deepchecks/pull/2187
• Fix tests runner by @matanper in https://github.com/deepchecks/deepchecks/pull/2188
• Minor import and typo fixes by @nirhutnik in https://github.com/deepchecks/deepchecks/pull/2191
• feature_aggregation_method_argument is shared, so it shouldn't say drift by @noamzbr in https://github.com/deepchecks/deepchecks/pull/2186
• check config update by @JKL98ISR in https://github.com/deepchecks/deepchecks/pull/2192
• add_include_defaults_to_other_checks by @JKL98ISR in https://github.com/deepchecks/deepchecks/pull/2194

New Contributors

• @alphabetagamer made their first contribution in https://github.com/deepchecks/deepchecks/pull/2120
• @IngoStatworx made their first contribution in https://github.com/deepchecks/deepchecks/pull/2121
• @osw282 made their first contribution in https://github.com/deepchecks/deepchecks/pull/2133
• @bgalvao made their first contribution in https://github.com/deepchecks/deepchecks/pull/2147
• @rcwoolston made their first contribution in https://github.com/deepchecks/deepchecks/pull/2159

Full Changelog: https://github.com/deepchecks/deepchecks/compare/0.9.2...0.10.0

Commits

• e275a0f: 1743 feat pass scorer list to model evaluation suite (#2101) (Sol) #2101
• 79cbbf1: Plotly relax requirements (#2113) (JKL98ISR) #2113
• d6e290c: 1852 single dataset static predictions (#2111) (Sol) #2111
• 1b5bac9: regression_error_distribution makeover (#2112) (Nadav Barak) #2112
• 49ffc01: Fix scorer per class bug (#2107) (matanper) #2107
• e16e357: Merge branch 'main' of https://github.com/deepchecks/deepchecks into 0.9.x (JKL98ISR)
• 9b3abe9: bump (JKL98ISR)

Bug Fixes

• docs: Minor grammar suggestions in when_should_you_use (#2012) #2012 (Jason Wohlgemuth)

Documentation

• add jhwohlgemuth as a contributor for doc (#2099) #2099 (allcontributors[bot])

Commits

• 98925d9: 0.9 hf (#2025) (Itay Gabbay) #2025
• e1954e7: [DOCS] Added documentation for tabular Model Evaluation checks (#1999) (DanBasson) #1999
• f07835a: [DOCS] Added documentation for tabular Model Evaluation checks (#1999) (DanBasson)
• 93f4be1: [FEAT] new class imbalance check (#2015) (DanBasson) #2015
• 30b93e3: Static properties enum fix (#2032) (Sol) #2032
• 1e5057b: ability to pass classes argument + auto infer to context (#2026) (Nadav-Barak) #2026
• 72d73e4: [DOCS] Test for adding "all-contributors" to readme (#2035) (shir22) #2035
• fe53b50: [DOCS] all-contributors with first contributor (#2036) (allcontributors[bot]) #2036
• df89962: [DOCS] README - add one line of maintainers to all-contributors [skip ci] (#2040) (allcontributors[bot]) #2040
• 7b379e6: [DOCS] Omit double sentence in property label correlation check examples (#2033) (shir22) #2033
• 90426dd: [DOCS] add second line of all-contributors [skip ci] (#2045) (allcontributors[bot]) #2045
• ea612a8: deepchecks scorer 2.0 (#2050) (Nadav-Barak) #2050
• e07a56a: Add favicon to suite html output (#2049) (Noam Bressler) #2049
• ea1e839: Fix certifi (Noam Bressler)
• b7b99f5: Add additional maintainers to readme with all-contributors (#2060) (allcontributors[bot]) #2060
• 377dbee: Fix add_condition_train_test_relative_degradation_less_than for Regression (#2058) (Noam Bressler) #2058
• 3b7fe83: [DOCS] Add contributors to readme with all-contributors, #1 out of 2 (allcontributors[bot]) #2071
• 23a7258: image property drift static properties fix + properties conf fix (#2059) (JKL98ISR) #2059
• 74131db: [DOCS] Add contributors to readme with all-contributors, #2 out of 2 (#2072) (allcontributors[bot]) #2072
• 9f24c20: Fix typo in makefile (#2082) (Ikko Ashimine) #2082
• 989eddb: Fix tabular class imbalance docs (#2085) (DanBasson) #2085
• 69fe8d1: [DOC] add eltociear as a contributor for doc (#2086) (allcontributors[bot]) #2086
• 4603318: 1984 detection scorers averaging (#2079) (Sol) #2079
• 66fca52: [DOCS] Update readme to markdown [skip ci] (#2088) (shir22) #2088
• 5a724e4: Make deepchecks work with classification tasks when no proba is given (#2081) (Noam Bressler) #2081
• 86ac003: calc_default_image_properties (#2087) (Sol) #2087
• 5ec7a99: Small changes in Class Imbalance texts (#2089) (Nir Hutnik) #2089
• 4a55424: 2027 single dataset check select dataset (#2091) (Sol) #2091
• 0ac815b: Remove warning (#2094) (Nadav-Barak) #2094
• 210e774: [DOCS] Update .all-contributorsrc to readme.md (#2098) (shir22) #2098
• f1cd58f: iou range parameter in mean average precision (#2096) (Sol) #2096
• b7d5d1b: Nb/feat/airbnb dataset (#2100) (Nadav Barak) #2100
• 00313ec: 1867 doc for static properties (#2097) (Sol) #2097
• e40c536: adult dataset no split fixed issue with the label (#2102) (Sol) #2102
• 0450488: Fix len() on None in single dataset performance (#2103) (matanper) #2103
• 80e3659: updated warning comment (#2104) (Nadav Barak) #2104
• 1b91244: Merge branch 'main' of https://github.com/deepchecks/MLChecks into 0.9.x (Itay Gabbay)
• 5d5c35c: Bumping to 0.9.1 (Itay Gabbay)

What's Changed

• remove 'actual' kwarg from testing by @JKL98ISR in https://github.com/deepchecks/deepchecks/pull/1891
• fix feature order in TrainTestFeatureDrift if a column is selected by @JKL98ISR in https://github.com/deepchecks/deepchecks/pull/1890
• Add semantic segmentation by @nirhutnik in https://github.com/deepchecks/deepchecks/pull/1883
• Fixing feat imp to skip running feature importance with static predictions by @ItayGabbay in https://github.com/deepchecks/deepchecks/pull/1896
• add details for columns_info check by @DanBasson in https://github.com/deepchecks/deepchecks/pull/1894
• [Issue-1739] Suite/check instances serialization/deserialization to/from config by @yromanyshyn in https://github.com/deepchecks/deepchecks/pull/1885
• l2 combination feature drift by @Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/1898
• [Issue-1846] fixed CheckResult.priority property by @yromanyshyn in https://github.com/deepchecks/deepchecks/pull/1915
• Nb/bug/small fixes by @Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/1916
• bug fixed by @TheSolY in https://github.com/deepchecks/deepchecks/pull/1911
• Documentation/static predictions vision by @TheSolY in https://github.com/deepchecks/deepchecks/pull/1910
• Vision Properties v2 by @JKL98ISR in https://github.com/deepchecks/deepchecks/pull/1919
• Remove percent change from display of label correlation checks by @noamzbr in https://github.com/deepchecks/deepchecks/pull/1924
• Add option to sort columns in drift according to drift + importance by @noamzbr in https://github.com/deepchecks/deepchecks/pull/1922
• Fixed truncate_zero_percent by @nirhutnik in https://github.com/deepchecks/deepchecks/pull/1925
• 1608 property label correlation check by @TheSolY in https://github.com/deepchecks/deepchecks/pull/1897
• Categorical drift methods update by @Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/1923
• [issue-1917] result.show_in_window fix by @yromanyshyn in https://github.com/deepchecks/deepchecks/pull/1926
• [DOC] Consistent structure for tabular and vision checks #1893 by @DanBasson in https://github.com/deepchecks/deepchecks/pull/1921
• [FEAT] Add package installation explanation to vision quickstarts by @kishore-s-15 in https://github.com/deepchecks/deepchecks/pull/1886
• Adding concurrency to CI jobs by @ItayGabbay in https://github.com/deepchecks/deepchecks/pull/1935
• AveragePrecisionRecall._evaluate_image: Don't recompute on each min_iou. by @daavoo in https://github.com/deepchecks/deepchecks/pull/1933
• run time improvements by @Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/1936
• 1863 resolve two ways of passing n samples to vision suites checks by @TheSolY in https://github.com/deepchecks/deepchecks/pull/1937
• fixing md5 coco by @ItayGabbay in https://github.com/deepchecks/deepchecks/pull/1954
• [DOCS] Many docs fixes (links, various warnings, and content updates) by @shir22 in https://github.com/deepchecks/deepchecks/pull/1956
• make unused feature a single dataset check by @JKL98ISR in https://github.com/deepchecks/deepchecks/pull/1950
• Reduce mixin v2 by @Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/1943
• Dataset name by @TheSolY in https://github.com/deepchecks/deepchecks/pull/1946
• Changed gower distance to use actual given samples instead of only indices. by @nirhutnik in https://github.com/deepchecks/deepchecks/pull/1955
• minor improvement in cramers-v runtime by @noamzbr in https://github.com/deepchecks/deepchecks/pull/1966
• added vision suite static properties kwarg by @JKL98ISR in https://github.com/deepchecks/deepchecks/pull/1963
• positive_regression_scorers by @Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/1969
• [issue-1917][v2] display_in_window fix by @yromanyshyn in https://github.com/deepchecks/deepchecks/pull/1952
• Fixed tqdm version for correct license by @nirhutnik in https://github.com/deepchecks/deepchecks/pull/1985
• Small scorer update by @JKL98ISR in https://github.com/deepchecks/deepchecks/pull/1977
• top_5 aggregation method + bug fix in percent_of_nulls.py by @Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/1987
• Add roc_auc_per_class by @noamzbr in https://github.com/deepchecks/deepchecks/pull/1989
• Fixed dependencies check by @nirhutnik in https://github.com/deepchecks/deepchecks/pull/1996
• feature: Task type warning for multiclass label containing integer by @DanBasson in https://github.com/deepchecks/deepchecks/pull/1953
• Deprecate old modules by @noamzbr in https://github.com/deepchecks/deepchecks/pull/1995
• Changed owners: by @nirhutnik in https://github.com/deepchecks/deepchecks/pull/1998
• Nb/feat/reduce performance by @Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/2001
• use deepchecks metrics for precision recall f1 by @noamzbr in https://github.com/deepchecks/deepchecks/pull/2006
• Added duplicate column validation by @kishore-s-gitaa in https://github.com/deepchecks/deepchecks/pull/1994
• Remove the ever-present warnings about direct imports from deepchecks by @noamzbr in https://github.com/deepchecks/deepchecks/pull/2007
• Added env var FAIL_ON_DEEPCHECKS_DEPRECATION_WARNINGS by @nirhutnik in https://github.com/deepchecks/deepchecks/pull/2008
• set_verbosity ERROR will ignore also regular warnings by @noamzbr in https://github.com/deepchecks/deepchecks/pull/2009
• Segmentation docs and tests 1888 by @nirhutnik in https://github.com/deepchecks/deepchecks/pull/1991
• Add code to load the airbnb dataset by @noamzbr in https://github.com/deepchecks/deepchecks/pull/2014
• Feat/added deprecation warning to whole dataset drift check by @kishore-s-15 in https://github.com/deepchecks/deepchecks/pull/2011
• Add n_samples to all tabular checks (except dataset size check) by @noamzbr in https://github.com/deepchecks/deepchecks/pull/2019
• Add all sklearn scorers by @noamzbr in https://github.com/deepchecks/deepchecks/pull/2020

New Contributors

• @daavoo made their first contribution in https://github.com/deepchecks/deepchecks/pull/1933
• @kishore-s-gitaa made their first contribution in https://github.com/deepchecks/deepchecks/pull/1994

Full Changelog: https://github.com/deepchecks/deepchecks/compare/0.8.3...0.9.0

Commits

• 51e7076: [HOTFIX] fixing API reference link (shir22)
• c7b351d: Fixing API reference (Itay Gabbay)
• 860754f: Update plot_create_a_custom_check.py (shir22)
• ce69bb8: Fixing ipywidgets version issue (Itay Gabbay)
• 2e5ae97: 0.8.3 bump 🚀 (Itay Gabbay)