deepchecks

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

OTHER License

Downloads
96.6K
Stars
3.6K
Committers
50
View Code on GitHub Visit Website
Ecosystems: PyTorch, Jupyter Notebook, Python

Bot releases are visible (Hide)

deepchecks - 0.2.1

Published by github-actions[bot] almost 3 years ago

Commits

  • d8b1d43: New version release (github-actions[bot])
  • 1ad95b1: Update README.rst (#513) (shir22) #513
  • 69100ea: Add examples folder and routing from readme (#514) (shir22) #514
  • d96117b: changing gh labels (#515) (Itay Gabbay) #515
  • aee01a6: Update README.rst (#516) (shir22) #516
  • 233fbce: Update performance.rst (#519) (shir22) #519
  • 4c7a4c1: Update display_suite.py (#518) (shir22) #518
  • 214213a: Documentation and Readme (#521) (shir22) #521
  • c919dd5: Merge branch 'main' of https://github.com/deepchecks/MLChecks into 0.2.x (Itay Gabbay)
  • 48fd68c: docs fixes (Itay Gabbay)
  • 0cfa6f3: Fix PerfectModel when data have nulls in label (#526) (matanper) #526
  • 2051d65: - Adding iris to the datasets section (#530) (Itay Gabbay) #530
  • dfa08fa: Update the Dataset Object Documentation (#500) (DBI)
  • 9a0e202: version bump (Itay Gabbay)
deepchecks - 0.2.0

Published by github-actions[bot] almost 3 years ago

Commits

  • 0df2f8e: Performance report degradation fix (#444) (JKL98ISR) #444
  • 2a243b4: Change binary scorers to also return per class (#470) (matanper) #470
  • fb94d10: N top show how many (#469) (JKL98ISR) #469
  • 84ee22f: remove_zero_warn (#476) (JKL98ISR) #476
  • b52add9: no_links_collab (#478) (JKL98ISR) #478
  • 5ec8829: [Issue-439, addition] SimpleModelComparison: added 'Number of samples' column to the result df (#473) (Yurii Romanyshyn) #473
  • f368333: pipeline model can also no be of type BaseEstimator (#468) (DBI) #468
  • b3e73d2: added favicons to the docs (#481) (Yurii Romanyshyn) #481
  • 33b4820: [issue-409] added datetime formating function to utils (#464) (Yurii Romanyshyn) #464
  • 31018fa: nothing to show on when pps is 0 on all fields (#480) (DBI) #480
  • ca7866b: Small typos fixes (#487) (nirhutnik) #487
  • 18436ed: Moving examples into docs (#495) (Itay Gabbay) #495
  • 9b3b0b8: [Automatic] Examples Update (#496) (deepchecks-bot) #496
  • 556c01a: Docs and readme fixes (#497) (Itay Gabbay) #497
  • 9d29f0e: [issue-431] modified suite output text (#499) (Yurii Romanyshyn) #499
  • f834aee: use_undeprecated_tqdm (#498) (JKL98ISR) #498
  • 421d332: fix errors related to string labels (#501) (JKL98ISR) #501
  • a54f6fe: Change condition of simple model check to use gain (#488) (matanper) #488
  • a33f540: Remove default from metrics (#507) (JKL98ISR) #507
  • 682c4cf: add dataset script and notebook for phishing url example (#485) (Noam Bressler) #485
  • 1112b97: Fix string labels in performance report / simple model comparison (#504) (JKL98ISR) #504
  • de8742f: dataset mutable properties fix (#509) (Yurii Romanyshyn) #509
  • a192c42: [Automatic] Examples Update (#510) (deepchecks-bot) #510
  • 44d69b9: Update README.rst (#511) (shir22) #511
  • 8076354: Limit permutation time (#512) (Noam Bressler) #512
  • f9e8484: 0.2.0 version bump (Itay Gabbay)
deepchecks - 0.1.3

Published by github-actions[bot] almost 3 years ago

Commits

  • d332548: Fix x axis to show categorical correct (#413) (matanper) #413
  • Fix legend position (#414) #414 (matanper)
  • 76f256e: [Automatic] Examples Update (#427) (deepchecks-bot) #427
  • fbe6da3: Fix code example of scorer note docstring (#426) (matanper) #426
  • 44b539a: Update README.md (#442) (shir22) #442
  • aa87c08: Roc plotly (#415) (JKL98ISR) #415
  • 4d22f3a: Changing tag in GA (#450) (Itay Gabbay) #450
  • b0c3576: Fix trying to calculate features importance on none model (#440) (matanper) #440
  • 6c61816: Add to suite output the checks that haven't run because of missing parameters (#436) (matanper) #436
  • ed5fdf1: catch condition errors (#449) (JKL98ISR) #449
  • 6e93077: Issue template (#448) (Itay Gabbay) #448
  • 00d6726: Update config.yml (Itay Gabbay)
  • cc315fd: test (#445) (nirhutnik) #445
  • 07f4624: move to plotly (#455) (DBI) #455
  • b8fc116: fix - validate_fitting failing when data contains only one label (Noam Bressler) #454
  • f3dd910: Changing README files from markdown to RST (#459) (Itay Gabbay) #459
  • 63af15f: Fix overlap of titles in drift plots (#462) (DBI) #462
  • c917845: re-adding widget progressbar (#460) (JKL98ISR) #460
  • b95dc48: remove label_name from dataset constructor (#456) (matanper) #456
  • 50a49e3: Updating long description (#463) (Itay Gabbay) #463
  • 09e6fba: [issue-439] added 'Number of samples' column to the result dataframe; (#461) (Yurii Romanyshyn) #461
  • 375ae16: Create pull_request_template.md (#465) (Itay Gabbay) #465
  • 6080e21: Updating long description (#471) (Itay Gabbay) #471
deepchecks - 0.1.1

Published by github-actions[bot] almost 3 years ago

Commits

  • 551e30b: remove default class imbalance condition (#412) (Noam Bressler) #412
deepchecks - 0.1.0

Published by github-actions[bot] almost 3 years ago

Commits

  • d32acfd: Mlc 456 unused feature bug (#379) (nirhutnik) #379
  • 7c2d7a6: Label + prediction distribution (#380) (nirhutnik) #380
  • b92efaf: Mlc 185 drift for label and pred (#388) (nirhutnik) #388
  • e531c07: Make trust score plot cut off upper and lower 5% of data for display (#391) (Noam Bressler) #391
  • b994b21: Fixing conda packaging (#389) (Itay Gabbay) #389
  • 839f63a: Mlc 185 drift for label and pred (#396) (nirhutnik) #396
  • 7fc29b5: Simple model classes fix (#395) (matanper) #395
  • eb1300d: Fix confusion matrix heatmap (#398) (matanper) #398
  • ceee746: Add explanation about scorers to simple model check (#387) (matanper) #387
  • c3995e7: assume task type from model or label (#397) (DBI) #397
  • 700598c: Mlc 292 model error analysis (#378) (Noam Bressler) #378
  • e537e01: Temporary fix for groupby on category (#399) (matanper) #399
  • a18fc89: Merge performance report, Class Performance Imbalance and Train test Overfit into one check (#364) (JKL98ISR) #364
  • 5b8e1bc: drop nan before gausian_kde (#402) (DBI) #402
  • eb7e6bb: only one performance report (#406) (Noam Bressler) #406
  • df7ad4e: Fix model info to work with pipeline (#405) (matanper) #405
  • 652a1f4: Updated readme, user guide and how-to-guides (#340) (shir22) #340
  • f6b70e0: v0 (#410) (JKL98ISR) #410
  • 9279b06: [Automatic] Examples Update (#411) (deepchecks-bot) #411
deepchecks - 0.0.17

Published by github-actions[bot] almost 3 years ago

Commits

  • af0d0e8: Adding coverage (#346) (Itay Gabbay) #346
  • 88df3d6: infer task type (#337) (DBI) #337
  • 582f20b: add r2 score (#347) (DBI) #347
  • 55d30c0: add minimum outlier difference (#344) (DBI) #344
  • ae61e14: Simple model multi metric (#341) (matanper) #341
  • 664dfcb: update boosting overfit condition name (#365) (matanper) #365
  • f2d9ff1: Mlc 392 pps improvements (#338) (nirhutnik) #338
  • 4c89956: Fix model info default params (#367) (matanper) #367
  • 20edb8f: moved dataset legened to the right (#369) (matanper) #369
  • d1ea2fb: drop na_action from column.map, we already dropna (#368) (DBI) #368
  • 9464795: add prediction column to RegressionErrorDistribution (#370) (Noam Bressler) #370
  • 22e90f7: catch exception (#375) (DBI) #375
  • c011522: replace RegressionSystematicError with box plot that has the mean as hover value (#372) (Noam Bressler) #372
  • 268f1b1: small changes to comments (#343) (nirhutnik) #343
  • 0ec92d7: moving to coveralls (#381) (Itay Gabbay) #381
  • abb630e: Adding new drift nb (#333) (Itay Gabbay) #333
  • e9b0479: Adding files to package (#383) (Itay Gabbay) #383
  • b52146b: Update setup.py (Itay Gabbay)
deepchecks - 0.0.16

Published by github-actions[bot] almost 3 years ago

Commits

  • 9979dbd: refactoring (#307) (Yurii Romanyshyn) #307
  • d8d4960: nbgen fix (#310) (Itay Gabbay) #310
  • 59b5d7c: [MLC-379] fixed suite result display (#296) (Yurii Romanyshyn) #296
  • ef3150f: [Automatic] Examples Update (#311) (deepchecks-bot) #311
  • 625ac3d: [MLC-413] replaced mathplot with plotly (#312) (Yurii Romanyshyn) #312
  • d12202e: Fixes to dataset creation logic (#279) (Noam Bressler) #279
  • 82a4284: [Automatic] Examples Update (#314) (deepchecks-bot) #314
  • 4b7108f: checking that datetime or index exists now acknowledges those in dataframe index (#316) (Noam Bressler) #316
  • 0a1bd1a: Add multimodel performance report (#300) (matanper) #300
  • 8010aff: change some conditions to category=ConditionCategory.WARN (#319) (Noam Bressler) #319
  • 292e9b9: Mlc 410 drift to plotly (#313) (DBI) #313
  • 23863e4: refactor trust score to plotly (#320) (DBI) #320
  • 8785ae6: [Automatic] Examples Update (#321) (deepchecks-bot) #321
  • b7f9ccd: Modifying plotly default backends (#318) (Itay Gabbay) #318
  • 4fbd46c: flatten coef_ in FI calculation for linear regression (#326) (Noam Bressler) #326
  • 45a0d82: Fixing docs search (#324) (Itay Gabbay) #324
  • ab39bc3: Conda tries (#327) (Itay Gabbay) #327
  • 4b917d3: add explicit exception for classifiers with no predict_proba (#328) (Noam Bressler) #328
  • c4af9e8: prevent Dataset object from re-inferring categorical features (#330) (Noam Bressler) #330
  • eb5fbbb: fix calibration score check (#325) (DBI) #325
  • 18fa121: [Automatic] Examples Update (#332) (deepchecks-bot) #332
  • da1e466: fix requirement for google colab (#329) (DBI) #329
  • 9b38a48: add train test split (#331) (DBI) #331
  • 1931cee: Change last occurrences of "Baseline" and "Dataset" to "Train" and "Test" (#334) (Noam Bressler) #334
  • c1d3c06: [Automatic] Examples Update (#339) (deepchecks-bot) #339
  • e9b5036: [MLC-388] added limit on dataset features number for features importance calculation (#315) (Yurii Romanyshyn) #315
  • bcbe81b: * Adding the datasets module (#335) (Itay Gabbay) #335
  • d3e4242: Mlc 457 check displays (#336) (DBI) #336
  • 1f0a71c: Update VERSION (Itay Gabbay)
deepchecks - 0.0.15

Published by github-actions[bot] almost 3 years ago

Commits

  • 950de75: Fixing colab & notebook links (#309) (Itay Gabbay) #309
deepchecks - 0.0.14

Published by github-actions[bot] almost 3 years ago

Commits

  • d02e3e2: Update README.md (#278) (Itay Gabbay) #278
  • aeb7dd9: improve boosting overfit (#267) (Noam Bressler) #267
  • 80a1858: Add model comparison (#273) (matanper) #273
  • 53392af: Updating example notebooks (github-actions[bot])
  • 5c17263: Revert "Updating example notebooks" (Itay Gabbay)
  • 2c3f6dd: add name to index (#283) (DBI) #283
  • e55350c: [MLC-364] replaced occurrence of 'metric' noun with 'score(r)' within 'deepchecks.checks.performance' package (#243) (Yurii Romanyshyn) #243
  • 61afc49: GH pages job removal (#280) (Itay Gabbay) #280
  • f0e769b: Fix trust score err (#287) (Noam Bressler) #287
  • bc7fd69: [MLC-241] output order (#240) (Yurii Romanyshyn) #240
  • 76cb889: limit output size (#288) (DBI) #288
  • 5302dc2: improve wording (#284) (DBI) #284
  • ceba2ed: Update utils.metric to delete duplicated code (#290) (matanper) #290
  • 25fc111: Adding nblinks instead of copy (#292) (Itay Gabbay) #292
  • c66f36f: fix TypeError: unhashable type: 'numpy.ndarray' (#291) (Noam Bressler) #291
  • 7d8c464: disable nbval (#293) (Itay Gabbay) #293
  • da82604: [MCL-370] refactored init.py files (#286) (Yurii Romanyshyn) #286
  • 97ea435: [Refactoring] Moved is_categorical and infer_categorical_features to the utils package (#289) (Yurii Romanyshyn) #289
  • 1856378: Adding a cronjob to generate the examples (Itay Gabbay)
  • fc43858: Revert "Adding a cronjob to generate the examples" (Itay Gabbay)
  • 1a819d3: Adding a cronjob to generate the examples (#295) (Itay Gabbay) #295
  • 6c920c8: Update nb-generation.yml (#298) (Itay Gabbay) #298
  • 95b4935: Update nb-generation.yml (Itay Gabbay)
  • 05f4635: [Automatic] Examples Update (#299) (deepchecks-bot) #299
  • a17bc99: boosting overfit + unused features to plotly (#281) (JKL98ISR) #281
  • 8bf82b9: bug in dataset class? (#297) (Yurii Romanyshyn) #297
  • 1fbd19c: Adding flake8 validations (#302) (Itay Gabbay) #302
  • 4dc9f1f: Added plotly plots for performance (#301) (JKL98ISR) #301
  • 8d6e7fb: Fixing plotly rendering in docs (#305) (Itay Gabbay) #305
  • 4efb79b: Improve mixed types (#294) (Noam Bressler) #294
  • 3ca5e64: Changing the google tags (#306) (Itay Gabbay) #306
  • 2e63cef: Improve mixed data types (#308) (Noam Bressler) #308
  • da76625: added_links_to_conditions (#274) (JKL98ISR) #274
  • bf8d50a: New suites (#303) (matanper) #303
deepchecks - 0.0.13

Published by github-actions[bot] almost 3 years ago

Commits

  • 68fbb2f: param dict should be empty (#256) (DBI) #256
  • 2d310ea: same colors for train test (#260) (DBI) #260
  • 4618a6f: Relax label constraints (#265) (Noam Bressler) #265
  • ba4931c: fix tqdm problems with kaggle (#266) (JKL98ISR) #266
  • 41053da: Update dataset properties (#249) (matanper) #249
  • c055096: Added pipeline support for boosting overfit (#269) (JKL98ISR) #269
  • 453b0d2: Mlc 225 domain classifier (#245) (Noam Bressler) #245
  • b81d341: Add plotly support to check display (#268) (matanper) #268
  • bb91727: Update label docs and add validation (#271) (matanper) #271
  • 59c3603: made tests to run on windows too (#229) (JKL98ISR) #229
  • db9cf33: added_lru_for_FI (#272) (JKL98ISR) #272
  • cc9a3bc: Removing Rare Format check (#275) (Itay Gabbay) #275
  • 4a2fa7c: small documentation improvements (#276) (Yurii Romanyshyn) #276
  • 6dada8c: Fixing version (#277) (Itay Gabbay) #277
  • d3b015a: New version release (github-actions[bot])
deepchecks - 0.0.12

Published by github-actions[bot] almost 3 years ago

Commits

  • 06c3d2e: add try/except to check result (#246) (matanper) #246
  • ee3fcb3: adding citations (#251) (Itay Gabbay) #251
  • e0e4eba: added to datetime formatting (#252) (JKL98ISR) #252
  • 83e56a0: fixed pipeline FI calculations if contains encoder (#254) (JKL98ISR) #254
  • 2bb4aa3: path_for_anonymous_series (#253) (JKL98ISR) #253
  • 3fb2ea8: [MLC-326] removed CompareDatasetsBaseCheck from codebase (#244) (Yurii Romanyshyn) #244
  • 7ebc26d: calibration plot will plot 1 line in case of binary (#255) (Itay Gabbay) #255
  • 4d7dbb9: Updating version on release (#257) (Itay Gabbay) #257
  • 5b714e5: show conditions in single check (#258) (JKL98ISR) #258
  • d7ac1fc: added test to the fix (#259) (JKL98ISR) #259
  • 303183c: New version release (github-actions[bot])
  • efbe9a2: Revert "New version release" (Itay Gabbay)
  • eeddd03: Fixing release (#262) (Itay Gabbay) #262
  • ee7adf8: removed_check_is_fitted (#261) (JKL98ISR) #261
  • 2a2b823: Fixing release (#263) (Itay Gabbay) #263
  • 9e8a02f: New version release (github-actions[bot])
  • bcbebc7: Fixing release (#264) (Itay Gabbay) #264
deepchecks - 0.0.11

Published by github-actions[bot] almost 3 years ago

Commits

  • 0b63a37: add rules to pylint ignore (#209) (matanper) #209
  • f1f9769: removing shap dep (#210) (Itay Gabbay) #210
  • 8f4b078: updated readme (#208) (JKL98ISR) #208
  • b577bec: [MLC-236] added 'from_numpy' and 'from_dict' constructors to the Dataset class (#207) (Yurii Romanyshyn) #207
  • 1eb47ce: [MLC-199] added 'ModelInferenceTimeCheck'; (#189) (Yurii Romanyshyn) #189
  • 6bc6b06: [MLC-153] new dataset column type (#214) (Yurii Romanyshyn) #214
  • 0715d2d: Mlc 274 pps (#219) (nirhutnik) #219
  • e3f0416: Removing examples notebook validations in CI (#221) (Itay Gabbay) #221
  • 319eb1c: [MLC-271] transformed Dataset methods without args to properties; (#218) (Yurii Romanyshyn) #218
  • 6d769a3: [MLC-231] added TestDatasetSize check (#225) (Yurii Romanyshyn) #225
  • 1bcff26: change output of performance overfit condition (#211) (benisraeldan) #211
  • 188a6de: License add (#224) (Itay Gabbay) #224
  • e3628ac: [MLC-200] added ClassPerformanceImbalanceCheck; (#195) (Yurii Romanyshyn) #195
  • 301f737: Remove check from check result init (#228) (matanper) #228
  • f924060: [MLC-237] refactored model validation function (#217) (Yurii Romanyshyn) #217
  • 901d99f: License add (#227) (Itay Gabbay) #227
  • d726023: Removing the dataset_info check (#231) (Itay Gabbay) #231
  • 50234b3: Create codeql-analysis.yml (#232) (Itay Gabbay) #232
  • 07912af: Adding snyk and removing docusaurus (#234) (Itay Gabbay) #234
  • db287cf: Updating Demo Notebooks for How-to-Guides (#237) (shir22) #237
  • c9aadef: add docs (#233) (matanper) #233
  • d9f8128: regression error distribution check (#220) (JKL98ISR) #220
  • 5140e1f: Removed name of check from exceptions (#239) (matanper) #239
  • 78ac7a4: Regression bias (#222) (JKL98ISR) #222
  • 44aa334: moving new label check to the classification suite (#241) (Itay Gabbay) #241
deepchecks - 0.0.10

Published by github-actions[bot] almost 3 years ago

Commits

  • f9f0375: define notebooks test order (#186) (matanper) #186
  • d5e970b: Changing package structure (#187) (Itay Gabbay) #187
  • 792fae1: Trust Score Comparison (#85) (matanper) #85
  • a1ce389: [MLC-202] added tests for suites (#185) (Yurii Romanyshyn) #185
  • 2a8f35c: Progress bar (#188) (matanper) #188
  • b06bd7b: fixing docstrings (#192) (Itay Gabbay) #192
  • 080e3a3: Added copyright to license and pypi installation to readme (#191) (shir22) #191
  • 9ff8401: Update README.md (#194) (shir22) #194
  • 316688e: Oss (#190) (DanArlowski) #190
  • cb09d09: Update issue templates (DanArlowski)
  • ef2dd7f: imporove more info on new label check (#197) (benisraeldan) #197
  • 3ccdd1f: add label_ambiiguity to suite (#184) (benisraeldan) #184
  • 4c81b87: Documentation Website (#201) (DanArlowski) #201
  • eabd8fb: Static drift tv (#162) (nirhutnik) #162
  • 28b32ca: fixed readme paths and names (#200) (shir22) #200
  • a6a9b59: fixed_name of condition in data duplicates (#203) (JKL98ISR) #203
  • c6f79e4: [Refactoring] Put all utility routines within one package. (#196) (Yurii Romanyshyn) #196
  • 495ae40: fixing notebook detection (#205) (Itay Gabbay) #205
  • d79c1b9: Re-add the "tree" option to simple model comparison (#199) (JKL98ISR) #199
  • 681a46d: Renaming checksuite to suite (#206) (Itay Gabbay) #206
deepchecks - 0.0.9

Published by github-actions[bot] almost 3 years ago

Commits

  • b214821: notebooks (Jonthan Liberman)
  • 3ce4556: hi Dan (#180) (benisraeldan) #180
  • 5f21c5a: Make performance segmentation run by default on two top FI features (#178) (JKL98ISR) #178
  • f2fa0f8: [MLC-182] added factory functions for builtin suites. (#177) (Yurii Romanyshyn) #177
  • 6cd35fe: Mlc 40 label ambiguity (#179) (benisraeldan) #179
  • 0a79251: fix check result (#182) (benisraeldan) #182
  • 930e9dd: Updating Readme(s) and Iris example notebook (#181) (shir22) #181
  • ced6fc9: add new dominant value condition (#183) (Noam Bressler) #183
deepchecks - 0.0.8

Published by github-actions[bot] almost 3 years ago

Commits

  • ee2fefe: Prioritize columns according to FI in multicolumn checks (#130) (JKL98ISR) #130
  • 1d39905: Conditions (#131) (matanper) #131
  • acad8c8: Renaming MLChecks to deepchecks (#133) (Itay Gabbay) #133
  • 75f1b02: Renaming validation to test (#135) (Itay Gabbay) #135
  • 9e1449b: fixed bug with dataframe (#132) (JKL98ISR) #132
  • 0975da3: Mlc 136 extensive testing (#111) (Noam Bressler) #111
  • aa747ce: Update table print (#136) (matanper) #136
  • 02e1f1f: Update iris notebook (#140) (matanper) #140
  • 44ea79a: Validation -> test (#139) (Itay Gabbay) #139
  • d079903: Docstring reformat (#147) (DanArlowski) #147
  • 80a1cec: add data_duplicates condition (#143) (benisraeldan) #143
  • 99fb7e5: Mlc 133 date leakage conditions (#141) (benisraeldan) #141
  • 542d02b: added condition to naive model comparison (#134) (JKL98ISR) #134
  • a93a919: Checks elaboration (#146) (Itay Gabbay) #146
  • e36fcc0: Update display of suite (#151) (matanper) #151
  • fda8e73: Add log for column inference (#144) (Itay Gabbay) #144
  • a327174: Added ROC condition (#148) (JKL98ISR) #148
  • f743a30: data sample leakage condition (#142) (JKL98ISR) #142
  • 2de99dc: add string length out of bounds conditions (#145) (benisraeldan) #145
  • fe0737d: put Integrity at the end of overall suite (#156) (Noam Bressler) #156
  • 882eb3b: add condition to identifier leakage (#154) (benisraeldan) #154
  • 8278f1f: add conditions to new category check (#149) (benisraeldan) #149
  • a869cdf: add condition to new label (#153) (benisraeldan) #153
  • ee1c690: Fix boosting_overfit test and update display (#152) (matanper) #152
  • ce73144: NaiveModelComparison fix (#157) (JKL98ISR) #157
  • 53fbdff: Fix display (#160) (matanper) #160
  • 0c8458c: remove shap check (#155) (Noam Bressler) #155
  • 715436e: added conditions to the 'RareFormatDetection' check; (#158) (Yurii Romanyshyn) #158
  • 8e21691: added default conditionto suite (#159) (benisraeldan) #159
  • 201141e: Mlc 205 (#163) (Itay Gabbay) #163
  • 55235ab: Elaborating error msg (#164) (Itay Gabbay) #164
  • 89ae69f: added new conditions; (#138) (Yurii Romanyshyn) #138
  • 5f3208a: add condition to is single value check (DBI)
  • 39f2664: undo push to master (#167) (benisraeldan) #167
  • dc30a75: added_DominantFrequencyChange_condition (#166) (JKL98ISR) #166
  • d46e1ff: Add default parameters to model info (#173) (matanper) #173
  • ed153ca: add condition to is single value check (#168) (benisraeldan) #168
  • f3a2bb3: Mlc 222 unused features (#150) (Noam Bressler) #150
  • 02889f5: fix links (#175) (Noam Bressler) #175
  • 35f2938: add random state for unused features and feature importance (#176) (Noam Bressler) #176
  • 8836d69: Update display of dataframe to use set_precision to support pandas 1.15 (#174) (matanper) #174
  • 072a606: Index leakage condition (#171) (JKL98ISR) #171
  • fc7481f: Boosting overfit condition (#169) (matanper) #169
  • fde85ce: add condition to special chars check (#172) (benisraeldan) #172
  • 56546c4: Add missing condition in integrity suite (Matan Perlmutter)
deepchecks - 0.0.7

Published by github-actions[bot] almost 3 years ago

Commits

  • 0423fe8: added license (#105) (DanArlowski) #105
  • 1f8d7e7: Revert "added license (#105)" (#107) (DanArlowski) #107
  • 47465bd: Added AGPL v3 license (DanArlowski)
  • 61785a3: Modifying check without function (#106) (Itay Gabbay) #106
  • 6f21e60: Mlc 124 segment performance (#88) (matanper) #88
  • c74f8a9: changed all checks to pass class to checkresult (#109) (matanper) #109
  • 5601f55: Removed ppscore from dependencies and inserted into project (#108) (nirhutnik) #108
  • 87fa908: Added limit to top 5 features in single feature contribution (#112) (JKL98ISR) #112
  • e06da3b: added model type validation (#110) (JKL98ISR) #110
  • ad3dbdf: Fix notebooks (Matan Perlmutter)
  • 7774f4f: fix notebook (Matan Perlmutter)
  • 7f1520e: fix notebook (Matan Perlmutter)
  • 37be274: fix notebook (Matan Perlmutter)
  • 52f3412: Mlc 171 fixes to naive and some more (#114) (Noam Bressler) #114
  • f375851: add feature importance utils (#103) (benisraeldan) #103
  • 627912b: Refactor notebook folder structure (#113) (JKL98ISR) #113
  • 5140c6b: fixed readme (#118) (JKL98ISR) #118
  • b21044f: Modifying categorical feature inference (#116) (Itay Gabbay) #116
  • 0568c4a: Mlc 171 additional fixes (#117) (Noam Bressler) #117
  • 2d4cae6: Catching errors when running suites (#122) (Itay Gabbay) #122
  • c187d7d: 'CheckSuite' flattening; (#125) (Yurii Romanyshyn) #125
  • 9238868: Dataset only warns on invalid labels (#126) (Noam Bressler) #126
  • 84a2736: fixing display of multi-index dataframes (#127) (Itay Gabbay) #127
  • 6db2c07: add nan tests and fix checks (#123) (benisraeldan) #123
  • a8a80ca: fix suits (#129) (benisraeldan) #129
  • e36a241: Update to example notebook (Itay Gabbay)
deepchecks - 0.0.6

Published by github-actions[bot] almost 3 years ago

Commits

  • 276aeab: Mlc 97 (#81) (DanArlowski) #81
  • 4c7d4f8: restored ./docs folder content (Dan Arlowski)
  • 742f599: fix notebooks (#94) (DanArlowski) #94
  • 81e38a6: show column roles (#89) (JKL98ISR) #89
  • 2939e05: Added calibration metric check (#92) (Itay Gabbay) #92
  • e6682fe: Mlc 59 test for datasets (#99) (benisraeldan) #99
  • 9c8f827: Mlc 78 index date overfit (#83) (benisraeldan) #83
  • c7f1f61: small fixes in rare format check (#93) (JKL98ISR) #93
  • 20a9816: fixing makefile (Itay Gabbay)
  • b3980df: Merge branch 'master' of https://github.com/deepchecks/MLChecks (Itay Gabbay)
  • cf098b6: naive_comparison fixes (#91) (JKL98ISR) #91
  • d7d8b50: Fixing weird print (#100) (Itay Gabbay) #100
  • 30b6199: Adding iris checksuite demo. and updated checks demo, with many checks to add. (Shir)
  • dd5b89d: Merge branch 'master' of https://github.com/deepchecks/MLChecks (Shir)
  • 66fc970: Rare format detection bug fixes (#102) (nirhutnik) #102
  • 48a0491: Minor bugfixes (#101) (Noam Bressler) #101
  • edc5779: Readme's (#104) (shir22) #104
  • 3e9779a: fixing badges (Shir)
  • db5f7d6: fixed readme typos (Shir)
  • 9caa55a: typo fix (Shir)
deepchecks - 0.0.4

Published by github-actions[bot] almost 3 years ago

Commits

  • dd5d0ff: Fix suite display (#41) (matanper) #41
  • e0d3051: String mismatch (#42) (matanper) #42
  • f0b2d93: Add feature_importance check (#33) (benisraeldan) #33
  • 979ca3e: Add docstring (#45) (matanper) #45
  • 613df69: fix pylint (#44) (benisraeldan) #44
  • 8421a10: added invalid chars check (#43) (DanArlowski) #43
  • 666e909: Revert "added invalid chars check (#43)" (#47) (DanArlowski) #47
  • 917826d: Simplify display (#49) (matanper) #49
  • 43845fc: invalid characters [Approve me] (#48) (DanArlowski) #48
  • f862dd6: Modify headers when running in suite on SingleDataset checks (#53) (matanper) #53
  • f54a5df: added metadata for setup.py (#27) (DanArlowski) #27
  • ef6e583: add date leakage (#52) (benisraeldan) #52
  • a183a26: Refactor dataset (#56) (matanper) #56
  • 86b96d7: Invalid chars fix (#58) (matanper) #58
  • 9fedcb4: data sample leakage (#55) (JKL98ISR) #55
  • d09f150: adding examples folder and initial notebook from hackathon demo (shir4)
  • a7a05b4: Adding type inference (#59) (Itay Gabbay) #59
  • 103ebbd: Fix dataframe styler bug (Matan Perlmutter)
  • 681f25b: Merge branch 'master' of https://github.com/deepchecks/MLChecks (Matan Perlmutter)
  • 7380b1e: updated in draft examples the checks demo from hackathon now working on master (without rare format, overfit and drift that aren't in master yet), and also suite basic usage examples (shir4)
  • c32e1fd: moved dataset and path configurations to beginning and added link, so checks_demonstration will be self sustainable (shir4)
  • 53c7142: Mlc 37 data duplicates (#57) (benisraeldan) #57
  • 1705cef: added notebooks linting (#61) (DanArlowski) #61
  • 7b03e2a: Mlc 33 (#60) (Noam Bressler) #60
  • 389bbc9: Fix Coverage step (#63) (DanArlowski) #63
  • 2a01e51: Fixing deps issue (#64) (Itay Gabbay) #64
  • e83a22e: remove_warning (#67) (JKL98ISR) #67
  • 4bd1628: removing type inference (#66) (Itay Gabbay) #66
  • aa596b0: Rare format detection (#50) (nirhutnik) #50
  • 1ca42e1: Rename compared_dataset to baseline_dataset (#71) (matanper) #71
  • 8630d95: Validating that a dataset is not empty (#70) (Itay Gabbay) #70
  • 382770c: String mismatch comparison (#62) (matanper) #62
  • d52daf3: Add count to string mismatch comparison (Matan Perlmutter)
  • a82f540: Add count to string mismatch comparison (Matan Perlmutter)
  • 1a2b936: Adding suite functionality (#73) (shir22) #73
  • 226ed93: added docs step to generate documentation using sphinx (#74) (DanArlowski) #74
  • 2a86e87: removed warning from data sample leakage in notebook (#68) (JKL98ISR) #68
  • 904b544: Add boosting overfit (#69) (matanper) #69
  • 146eaf1: Performance report (#75) (matanper) #75
  • e8355c1: Mlc 82 new category (#77) (benisraeldan) #77
  • 5f1288a: Mlc 83 new label (#79) (benisraeldan) #79
  • 7b8357c: Mlc 92 testing nb (#78) (Noam Bressler) #78
  • 2146e40: fix boosting overfit notebook (#80) (benisraeldan) #80
  • 9e04889: DominantFrequencyChange check (#76) (JKL98ISR) #76
  • 3c365ea: string length outlier (#72) (benisraeldan) #72
  • 8a0206b: update badges (DanArlowski)
  • b7479e0: naive_comparision check (#84) (JKL98ISR) #84
  • d757a3a: Add progress bar (#86) (matanper) #86
deepchecks - 0.0.3

Published by github-actions[bot] about 3 years ago

Commits

  • 8596ff1: changed labels naming (Dan Arlowski)
  • b55cd0c: Add template for display (#25) (matanper) #25
  • b172425: update TEST_CODE param to match all tests (DanArlowski)
  • 7fcfd51: remove tests dir from docstring (DanArlowski)
  • 9036b9b: Fix Coverage bug (DanArlowski)
  • d5178f6: Single feature (#22) (nirhutnik) #22
  • f5b0af2: temporary solution to support mpl (#30) (Itay Gabbay) #30
  • 3790c55: add dataset.validate_columns (#29) (matanper) #29
  • 900373e: rename validate_columns to validate_columns_exist (#31) (matanper) #31
  • b16d506: Mlc 34 index leakage (#28) (Noam Bressler) #28
  • ded27fc: Added classification performance report (#26) (JKL98ISR) #26
  • 8d04cfd: changed mixed nulls to use ignore_columns (#32) (matanper) #32
  • 4f3be14: Mlc 54 (#35) (shir22) #35
  • bc6fef8: added mixed_types check (#34) (DanArlowski) #34
  • c320991: fix pylint (Dan Arlowski) #40
deepchecks - 0.0.2

Published by github-actions[bot] about 3 years ago

Package Rankings
Top 1.95% on Pypi.org
Top 26.6% on Conda-forge.org
Badges
Extracted from project README
GitHub stars Maintainability Coverage Status All Contributors
Related Projects
ydata-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

09 Jan 2016 12,108
jupyterlab-git

A Git extension for JupyterLab

20 Jun 2017 1,399