Deepchecks

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)

What's Changed
* fixing double output in docs by ItayGabbay in https://github.com/deepchecks/deepchecks/pull/1733
* Suite/check conf serialize by JKL98ISR in https://github.com/deepchecks/deepchecks/pull/1736
* fixing pps docs by ItayGabbay in https://github.com/deepchecks/deepchecks/pull/1729
* Image property outliers display when there are no outliers by TheSolY in https://github.com/deepchecks/deepchecks/pull/1738
* handle single value columns gower dist by Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/1741
* Fixing a deprecated call in the create a custom suite tutorial by ItayGabbay in https://github.com/deepchecks/deepchecks/pull/1744
* Separate gower distance function by nirhutnik in https://github.com/deepchecks/deepchecks/pull/1746
* [issue-1660] dataframe index display fix by yromanyshyn in https://github.com/deepchecks/deepchecks/pull/1740
* [Issue 1654] added "connected" parameter to the "save_as_html" method by yromanyshyn in https://github.com/deepchecks/deepchecks/pull/1735
* Scorers string by JKL98ISR in https://github.com/deepchecks/deepchecks/pull/1745
* Nb/feat/new metrics by Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/1751
* Nb/feat/performance report update by Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/1755
* fixed edge cases with weird data + tested by JKL98ISR in https://github.com/deepchecks/deepchecks/pull/1762
* Fixed docs links in data classes by kishore-s-15 in https://github.com/deepchecks/deepchecks/pull/1763
* Fixed README links by kishore-s-15 in https://github.com/deepchecks/deepchecks/pull/1765
* Nb/feat/drift scores by Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/1773
* Adding the run function of the suite to the suite api docs by ItayGabbay in https://github.com/deepchecks/deepchecks/pull/1779
* [Monitoring][issue-52] Added PercentOfNull check / added ReduceMixin to checks by yromanyshyn in https://github.com/deepchecks/deepchecks/pull/1758
* Update README.rst by shir22 in https://github.com/deepchecks/deepchecks/pull/1784
* [Issues: 1715, 1730] added 'read more' link to the check short description / fixed 'display_in_gui' func by yromanyshyn in https://github.com/deepchecks/deepchecks/pull/1771
* 1637 SingleDatasetPerformance update to support multiple scorers by TheSolY in https://github.com/deepchecks/deepchecks/pull/1778
* tabular single dataset performance by Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/1788
* [Issue-1646] renamed 'FeatureLabelCorrelationChange' check by yromanyshyn in https://github.com/deepchecks/deepchecks/pull/1787
* Adapting tabular SimpleModelComparison API by ItayGabbay in https://github.com/deepchecks/deepchecks/pull/1785
* Adding methods and attributes to API ref classes by ItayGabbay in https://github.com/deepchecks/deepchecks/pull/1793
* Nb/feat/update custom check guide by noamzbr in https://github.com/deepchecks/deepchecks/pull/1792
* SingleDatasetPerformance Minor adjustment to the scorers signature and display by TheSolY in https://github.com/deepchecks/deepchecks/pull/1791
* fix_static_model_bug by JKL98ISR in https://github.com/deepchecks/deepchecks/pull/1797
* updated unused features plot example by Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/1805
* updated classification_dataset_from_directory by Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/1803
* small fixes to drift and gower distance by nirhutnik in https://github.com/deepchecks/deepchecks/pull/1794
* Add indices to conflicting labels display by matanper in https://github.com/deepchecks/deepchecks/pull/1811
* [DOCS] Guide for Viewing Results (show) and for Exporting them (json & html) by shir22 in https://github.com/deepchecks/deepchecks/pull/1812
* add model_evaluation_gif in README by shir22 in https://github.com/deepchecks/deepchecks/pull/1817
* Removing Similar image leakage from the suites because of performance issues by ItayGabbay in https://github.com/deepchecks/deepchecks/pull/1806
* fixed license dependency by nirhutnik in https://github.com/deepchecks/deepchecks/pull/1826
* bugfix - label in evaluation suite example inferred incorrectly by nirhutnik in https://github.com/deepchecks/deepchecks/pull/1818
* Added text for drift differentiation by nirhutnik in https://github.com/deepchecks/deepchecks/pull/1815
* FI new function for users by nirhutnik in https://github.com/deepchecks/deepchecks/pull/1822
* run checks without labels if they are not needed by Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/1834
* Add probability drift on proba by noamzbr in https://github.com/deepchecks/deepchecks/pull/1809
* Nb/doc/small fixes by Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/1837
* Fix issues in date overlap and duplicate checks by noamzbr in https://github.com/deepchecks/deepchecks/pull/1839
* Fixing dependencies by ItayGabbay in https://github.com/deepchecks/deepchecks/pull/1844
* Added flag for users to not ignore nulls in categorical columns by nirhutnik in https://github.com/deepchecks/deepchecks/pull/1843
* Shir was right, I was wrong by nirhutnik in https://github.com/deepchecks/deepchecks/pull/1840
* Unify supported models and static predictions by Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/1835
* Update plot_create_a_custom_suite.py by cemalgurpinar in https://github.com/deepchecks/deepchecks/pull/1853
* [Doc] Documentation contains a typo in "Using Deepchecks Vision With a Few Lines of Code" tutorial. by cemalgurpinar in https://github.com/deepchecks/deepchecks/pull/1855
* [suggestion] small fixes to the result display guide by yromanyshyn in https://github.com/deepchecks/deepchecks/pull/1827
* 1770 seperate quickstarts in user guide by kishore-s-15 in https://github.com/deepchecks/deepchecks/pull/1798
* Nb/bug/drift na by Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/1851
* Fix the deprecated import warning by importing directly from source by noamzbr in https://github.com/deepchecks/deepchecks/pull/1857
* Correctly count the ratio of new categories by noamzbr in https://github.com/deepchecks/deepchecks/pull/1860
* Add FeatureFeatureCorrelation to suite and fix python 3.6 bug by noamzbr in https://github.com/deepchecks/deepchecks/pull/1866
* aggregation methods for object detection by Nadav-Barak in https://github.com/deepchecks/deepchecks/pull/1870
* Adding a section for evaluating a suite in pytest by ItayGabbay in https://github.com/deepchecks/deepchecks/pull/1873
* Added max_num_categories_for_display and show_categories_by to ImageDatasetDrift by nirhutnik in https://github.com/deepchecks/deepchecks/pull/1876
* Metrics Guide by TheSolY in https://github.com/deepchecks/deepchecks/pull/1799
* Fixing bugs in the docs by ItayGabbay in https://github.com/deepchecks/deepchecks/pull/1881
* Fix links by noamzbr in https://github.com/deepchecks/deepchecks/pull/1877
* Fix issues with image docs by noamzbr in https://github.com/deepchecks/deepchecks/pull/1879
* Adding warning if the user is not on the latest version by ItayGabbay in https://github.com/deepchecks/deepchecks/pull/1882
* 1706 static properties by TheSolY in https://github.com/deepchecks/deepchecks/pull/1864

New Contributors
* kishore-s-15 made their first contribution in https://github.com/deepchecks/deepchecks/pull/1763
* cemalgurpinar made their first contribution in https://github.com/deepchecks/deepchecks/pull/1853

**Full Changelog**: https://github.com/deepchecks/deepchecks/compare/0.8.1...0.8.2

Commits
- 379db4b: Kaggle display fix (1659) (Itay Gabbay) [1659](https://github.com/deepchecks/deepchecks/pull/1659)
- 902ee4b: Static pred vision to use dicts (1653) (JKL98ISR) [1653](https://github.com/deepchecks/deepchecks/pull/1653)
- e107fd4: Adding 0.8 release (Itay Gabbay)
- 5330f17: [Issue-1545] progress bar text (1658) (Yurii Romanyshyn) [1658](https://github.com/deepchecks/deepchecks/pull/1658)
- 4478be7: [Issue-1613] cv2 import fix (1657) (Yurii Romanyshyn) [1657](https://github.com/deepchecks/deepchecks/pull/1657)
- 06bef87: 1586 add condition to image dataset drift (1665) (Sol) [1665](https://github.com/deepchecks/deepchecks/pull/1665)
- 78593c4: Add tabular benchmark tests (1668) (matanper) [1668](https://github.com/deepchecks/deepchecks/pull/1668)
- a738df2: Update pr.yaml (1663) (Nir Hutnik) [1663](https://github.com/deepchecks/deepchecks/pull/1663)
- c4e84b7: Adding benchmarks to CI (1664) (Itay Gabbay) [1664](https://github.com/deepchecks/deepchecks/pull/1664)
- cb88549: Add new custom check templates (1633) (matanper) [1633](https://github.com/deepchecks/deepchecks/pull/1633)
- 37fb754: [Issue-1561] `features_importance` parameter deprecation (1667) (Yurii Romanyshyn) [1667](https://github.com/deepchecks/deepchecks/pull/1667)
- d14b56f: 1585 rename identifier leakage (1670) (Sol) [1670](https://github.com/deepchecks/deepchecks/pull/1670)
- 4c3b023: Weak segments performance (1671) (Nadav-Barak) [1671](https://github.com/deepchecks/deepchecks/pull/1671)
- 19c387b: Update docs index.rst (1673) (matanper) [1673](https://github.com/deepchecks/deepchecks/pull/1673)
- 8601969: Display flag (1662) (JKL98ISR) [1662](https://github.com/deepchecks/deepchecks/pull/1662)
- 5c28d02: [DOCS] Update how to use package in IDE (1682) (Sol) [1682](https://github.com/deepchecks/deepchecks/pull/1682)
- 1ca38ad: Fix nullable int bug (1676) (JKL98ISR) [1676](https://github.com/deepchecks/deepchecks/pull/1676)
- fbfcaa0: added "result =" to all of the checks documentation + required adjustments (1684) (Sol) [1684](https://github.com/deepchecks/deepchecks/pull/1684)
- d1ac880: [Issue-1542] MixedNull display table order (1679) (Yurii Romanyshyn) [1679](https://github.com/deepchecks/deepchecks/pull/1679)
- 236b16b: Deprecating the DominantFrequencyChange check (1685) (Itay Gabbay) [1685](https://github.com/deepchecks/deepchecks/pull/1685)
- f2ef42b: [issue-1674] mixed nulls bug fix (1677) (Yurii Romanyshyn) [1677](https://github.com/deepchecks/deepchecks/pull/1677)
- 7cf93ae: [Issue-1560] fix effect of display control parameters on `CheckResult.value` (1680) (Yurii Romanyshyn) [1680](https://github.com/deepchecks/deepchecks/pull/1680)
- 7bd8d22: display map widget fix (1696) (Yurii Romanyshyn) [1696](https://github.com/deepchecks/deepchecks/pull/1696)
- b0bf20b: [issue-1514] conflicting labels check fix (1694) (Yurii Romanyshyn) [1694](https://github.com/deepchecks/deepchecks/pull/1694)
- 482664f: Shared docstrings (1669) (Yurii Romanyshyn) [1669](https://github.com/deepchecks/deepchecks/pull/1669)
- bac1be9: Vision benchmark (1681) (JKL98ISR) [1681](https://github.com/deepchecks/deepchecks/pull/1681)
- d57bb29: Suite api docs (1693) (Itay Gabbay) [1693](https://github.com/deepchecks/deepchecks/pull/1693)
- ac32522: New vis metrics (1698) (JKL98ISR) [1698](https://github.com/deepchecks/deepchecks/pull/1698)
- d211cf1: custom vision scorer (1704) (JKL98ISR) [1704](https://github.com/deepchecks/deepchecks/pull/1704)
- fc70ca5: Nb/feat/weak segments performance (1678) (Nadav-Barak) [1678](https://github.com/deepchecks/deepchecks/pull/1678)
- a2d8231: Class performance / performance report condition details upgrade (1720) (JKL98ISR) [1720](https://github.com/deepchecks/deepchecks/pull/1720)
- 54ca182: Ignore NaNs in FeatureFeatureCorrelation (1718) (Sol) [1718](https://github.com/deepchecks/deepchecks/pull/1718)
- cd967d3: [suggestion] html progress bar (1717) (Yurii Romanyshyn) [1717](https://github.com/deepchecks/deepchecks/pull/1717)
- 8f07ffb: Update label-new-issue.yml (1727) (Nir Hutnik) [1727](https://github.com/deepchecks/deepchecks/pull/1727)
- 6a33c73: deprecation warnings (1732) (Nadav-Barak) [1732](https://github.com/deepchecks/deepchecks/pull/1732)
- eef382e: Quick start model evaluation + new dataset (1726) (Nadav-Barak) [1726](https://github.com/deepchecks/deepchecks/pull/1726)
- 524595f: Merge branch 'main' of https://github.com/deepchecks/MLChecks into 0.8.x (Itay Gabbay)
- b0f3fc2: 0.8.1 version bump (Itay Gabbay)

Commits
- b92ae5c: Update dataset exceptions (1520) (matanper) [1520](https://github.com/deepchecks/deepchecks/pull/1520)
- 7a0b2d3: Mixed data types examples (1528) (JKL98ISR) [1528](https://github.com/deepchecks/deepchecks/pull/1528)
- 541b119: Fixing doc copyubtton (Itay Gabbay)
- 22f59bd: Enable validation of empty predictions (1530) (Noam Bressler) [1530](https://github.com/deepchecks/deepchecks/pull/1530)
- b4b620c: [issue-1448] `IsSingleValue` check - ignore nan (1522) (Yurii Romanyshyn) [1522](https://github.com/deepchecks/deepchecks/pull/1522)
- d3c51ac: Deprecation error 1536 (1548) (Nir Hutnik) [1548](https://github.com/deepchecks/deepchecks/pull/1548)
- b07b308: Update switcher.json (Itay Gabbay)
- 1cb5be3: reduce_image_size (1551) (JKL98ISR) [1551](https://github.com/deepchecks/deepchecks/pull/1551)
- d0a49c4: added reduce mixin to performance report (1550) (JKL98ISR) [1550](https://github.com/deepchecks/deepchecks/pull/1550)
- 8f0f6e2: 1433 feat support scikit learn 1.1.0 (1554) (matanper) [1554](https://github.com/deepchecks/deepchecks/pull/1554)
- 1343ac8: Vision conditions "more details" update (1546) (matanper) [1546](https://github.com/deepchecks/deepchecks/pull/1546)
- 0cb97cb: Fixing API reference (1557) (Itay Gabbay) [1557](https://github.com/deepchecks/deepchecks/pull/1557)
- defcbeb: static_model_suites_fix (1558) (JKL98ISR) [1558](https://github.com/deepchecks/deepchecks/pull/1558)
- 5387e3a: [Issue 1445] properties output type (1547) (Yurii Romanyshyn) [1547](https://github.com/deepchecks/deepchecks/pull/1547)
- f71ec33: sticking pylint to 2.13.5 (Itay Gabbay)
- b461d40: Fixing dependencies license check (Itay Gabbay)
- 83719b1: Create label-new-issue.yml (Itay Gabbay)
- c5f15bb: Update label-new-issue.yml (Itay Gabbay)
- 026780a: Update label-new-issue.yml (Itay Gabbay)
- 8fa20cc: Centralize Requirements dir and file to variable (1563) (DanArlowski) [1563](https://github.com/deepchecks/deepchecks/pull/1563)
- 0617ca3: [Issue-1443] tabular Dataset repr (1549) (Yurii Romanyshyn) [1549](https://github.com/deepchecks/deepchecks/pull/1549)
- 659b6d1: Performance report: add reduce parameter (1559) (JKL98ISR) [1559](https://github.com/deepchecks/deepchecks/pull/1559)
- 26d7a7b: Fixed bug in cramers V for single value (1570) (Nir Hutnik) [1570](https://github.com/deepchecks/deepchecks/pull/1570)
- 456a6b0: Add display in python gui (1568) (matanper) [1568](https://github.com/deepchecks/deepchecks/pull/1568)
- 3f2e686: Nb/infa/pylint violations fix (1579) (Nadav-Barak) [1579](https://github.com/deepchecks/deepchecks/pull/1579)
- 1e77878: improved condition argument for feature drift (1578) (Nadav-Barak) [1578](https://github.com/deepchecks/deepchecks/pull/1578)
- d36be62: base form operates only if at least one alphanumeric char exist (1581) (Nadav-Barak) [1581](https://github.com/deepchecks/deepchecks/pull/1581)
- 677f6f5: Refactor all conditions names (1583) (matanper) [1583](https://github.com/deepchecks/deepchecks/pull/1583)
- 34adcfe: Lending club dataset (1588) (Nadav-Barak) [1588](https://github.com/deepchecks/deepchecks/pull/1588)
- 07b1f03: Bugfix/seg infinite loop (1590) (Noam Bressler) [1590](https://github.com/deepchecks/deepchecks/pull/1590)
- 2e40cca: adding lending club dataset to __init__ (1595) (shir22) [1595](https://github.com/deepchecks/deepchecks/pull/1595)
- 8b33000: Add passed function to suite result (1594) (matanper) [1594](https://github.com/deepchecks/deepchecks/pull/1594)
- de91c9b: [DOCS] train test validation quickstart (1531) (shir22) [1531](https://github.com/deepchecks/deepchecks/pull/1531)
- 8aae4ef: static_model_tab_docs (1562) (JKL98ISR) [1562](https://github.com/deepchecks/deepchecks/pull/1562)
- Fix display bug on numeric column names (1615) [1615](https://github.com/deepchecks/deepchecks/pull/1615) ([matanper](https://github.com/deepchecks/deepchecks/commit/b9871b8c8b1b0d2ef75ddeecca773ebcea80f722))
- Replace dataset type with dataset kind (1616) [1616](https://github.com/deepchecks/deepchecks/pull/1616) ([matanper](https://github.com/deepchecks/deepchecks/commit/d3c8436ab21c1f5107844f7a95a59245f601d13c))
- f827333: Fixed broken links (1623) (Nadav-Barak)
- 77823e4: standardize the sampling footnote (1621) (matanper) [1621](https://github.com/deepchecks/deepchecks/pull/1621)
- 918cc5e: added logger util (1610) (JKL98ISR) [1610](https://github.com/deepchecks/deepchecks/pull/1610)
- 29e21a3: Improved categorical feature inference + label column description (1612) (Nadav-Barak) [1612](https://github.com/deepchecks/deepchecks/pull/1612)
- 9dbb763: Fix bug in plots caused by new albumentations version (1636) (matanper) [1636](https://github.com/deepchecks/deepchecks/pull/1636)
- 19fec99: no_lru (1631) (JKL98ISR) [1631](https://github.com/deepchecks/deepchecks/pull/1631)
- eda1a42: fixing databricks tutorial (1644) (Itay Gabbay) [1644](https://github.com/deepchecks/deepchecks/pull/1644)
- d06cb62: Update Readme (1639) (shir22) [1639](https://github.com/deepchecks/deepchecks/pull/1639)
- 3f899a1: Docs Welcome Page Update (1641) (shir22) [1641](https://github.com/deepchecks/deepchecks/pull/1641)
- 3d532f7: Update city_arrogance test dataset (1624) (matanper) [1624](https://github.com/deepchecks/deepchecks/pull/1624)
- a4c07dc: [Issue-1501] new suite output design (1627) (Yurii Romanyshyn) [1627](https://github.com/deepchecks/deepchecks/pull/1627)
- 01d0c0d: skip timeout/calculation msg in our fi calculations (1645) (JKL98ISR) [1645](https://github.com/deepchecks/deepchecks/pull/1645)
- f411999: Remove upper level titles from the image dataset drift guide (1648) (Noam Bressler) [1648](https://github.com/deepchecks/deepchecks/pull/1648)
- 3f9627b: [Issue-1574] new display item type - `DisplayMap` (1638) (Yurii Romanyshyn) [1638](https://github.com/deepchecks/deepchecks/pull/1638)
- aed8c9c: Add new check - correlation between features (Sol) [1606](https://github.com/deepchecks/deepchecks/pull/1606)
- bd550b9: Fixed bug (1651) (Nir Hutnik) [1651](https://github.com/deepchecks/deepchecks/pull/1651)
- a6894a3: fixed link in getting started (1655) (shir22) [1655](https://github.com/deepchecks/deepchecks/pull/1655)
- d9d9a19: [suggestion] new suite/check result display api (1611) (Yurii Romanyshyn) [1611](https://github.com/deepchecks/deepchecks/pull/1611)
- 7761cb7: Version bump (Itay Gabbay)
- 9593171: docs 0.8 bump (Itay Gabbay)
- 914385e: Kaggle display fix (1659) (Itay Gabbay)
- baea2cb: Fix (Itay Gabbay)

Commits
- 5902a5e: Fixing doc copyubtton (Itay Gabbay)
- ede8fbe: Fixed bug in cramers V for single value (1570) (Nir Hutnik)
- ba81d45: Version bump (Itay Gabbay)