Evidently

What's Changed
* Remove explicit pyarrow dep by mike0sv in https://github.com/evidentlyai/evidently/pull/885
* New service API by mike0sv in https://github.com/evidentlyai/evidently/pull/884
* Docs for 0.4.10 by elenasamuylova in https://github.com/evidentlyai/evidently/pull/883
* An example of data drift detection with feature importances by emeli-dral in https://github.com/evidentlyai/evidently/pull/889
* Version 0.4.11 by emeli-dral in https://github.com/evidentlyai/evidently/pull/890


**Full Changelog**: https://github.com/evidentlyai/evidently/compare/v0.4.10...v0.4.11

What's Changed
* Docs by elenasamuylova in https://github.com/evidentlyai/evidently/pull/857
* Fix docs: replace `--demo-project` flag with `--demo-projects all` by DimaAmega in https://github.com/evidentlyai/evidently/pull/858
* fix/return special json parser by DimaAmega in https://github.com/evidentlyai/evidently/pull/860
* Add better json encoder to collector by mike0sv in https://github.com/evidentlyai/evidently/pull/868
* refactor/dashboard by DimaAmega in https://github.com/evidentlyai/evidently/pull/863
* UI: playwright by DimaAmega in https://github.com/evidentlyai/evidently/pull/864
* Add metrics by 0lgaF in https://github.com/evidentlyai/evidently/pull/871
* Update workflows by DimaAmega in https://github.com/evidentlyai/evidently/pull/875
* Add fi test by 0lgaF in https://github.com/evidentlyai/evidently/pull/876
* Add RowCountTrigger to Collector Service by magdalenakuhn17 in https://github.com/evidentlyai/evidently/pull/859
* fix: Fix reference data plot for classification probability distribution by nedwebster in https://github.com/evidentlyai/evidently/pull/866
* Add additional data to metric preset generation by mike0sv in https://github.com/evidentlyai/evidently/pull/877
* Fix vis for spark df with timestamp by mike0sv in https://github.com/evidentlyai/evidently/pull/865
* feature/filter by metadata by DimaAmega in https://github.com/evidentlyai/evidently/pull/873
* Add preset by 0lgaF in https://github.com/evidentlyai/evidently/pull/878
* fix/nivo by DimaAmega in https://github.com/evidentlyai/evidently/pull/879
* Fix empty rows when paging by DimaAmega in https://github.com/evidentlyai/evidently/pull/880

New Contributors
* nedwebster made their first contribution in https://github.com/evidentlyai/evidently/pull/866

**Full Changelog**: https://github.com/evidentlyai/evidently/compare/v0.4.9...v0.4.10

What's Changed
* add some return type hints by jameslamb in https://github.com/evidentlyai/evidently/pull/834
* Fix two FutureWarnings maintaining current behaviour by aaalexlit in https://github.com/evidentlyai/evidently/pull/842
* Fix the bug by 0lgaF in https://github.com/evidentlyai/evidently/pull/845
* Fix to draw scatter plots by mike0sv in https://github.com/evidentlyai/evidently/pull/849
* Feature/fsspec workspace by mike0sv in https://github.com/evidentlyai/evidently/pull/850
* feat/setup `evidently-ui-lib` ts package + a few UI changes by DimaAmega in https://github.com/evidentlyai/evidently/pull/847
* UI: fix readme files since UI changes by DimaAmega in https://github.com/evidentlyai/evidently/pull/853
* Add metrics by 0lgaF in https://github.com/evidentlyai/evidently/pull/841
* Support file-like objects for report.save_html by mike0sv in https://github.com/evidentlyai/evidently/pull/854
* Add feature importance by 0lgaF in https://github.com/evidentlyai/evidently/pull/852
* Counter panels for TestSuites by mike0sv in https://github.com/evidentlyai/evidently/pull/843

New Contributors
* aaalexlit made their first contribution in https://github.com/evidentlyai/evidently/pull/842

**Full Changelog**: https://github.com/evidentlyai/evidently/compare/v0.4.8...v0.4.9

Updates
* feature/ui update dependencies by DimaAmega in https://github.com/evidentlyai/evidently/pull/818
* Add test suite dashboard panels by mike0sv in https://github.com/evidentlyai/evidently/pull/817
* Spark engine by mike0sv in https://github.com/evidentlyai/evidently/pull/806
* Better CI by DimaAmega in https://github.com/evidentlyai/evidently/pull/822
* Doc: dvclive integration by francesco086 in https://github.com/evidentlyai/evidently/pull/825
* Additional datasets field for run by mike0sv in https://github.com/evidentlyai/evidently/pull/824
* MobAd BigData Beeline Kazakhstan: add lift table and lift curve metrics by IlmuratTokhtakhunov in https://github.com/evidentlyai/evidently/pull/544
* Adult dataset demo by mike0sv in https://github.com/evidentlyai/evidently/pull/837
* Add spark example by mike0sv in https://github.com/evidentlyai/evidently/pull/838

Fixes:
* Fix RemoteWorkspace `verify` by vlin-lgtm in https://github.com/evidentlyai/evidently/pull/823
* refactor: Rewrote verify method of RemoteWorkspace by mou in https://github.com/evidentlyai/evidently/pull/827
* [docs] fix typos in docs by jameslamb in https://github.com/evidentlyai/evidently/pull/828
* Fix after merge 818 by DimaAmega in https://github.com/evidentlyai/evidently/pull/830
* fix lint by mike0sv in https://github.com/evidentlyai/evidently/pull/831
* fix for lift metrics by emeli-dral in https://github.com/evidentlyai/evidently/pull/835

**Full Changelog**: https://github.com/evidentlyai/evidently/compare/v0.4.7...v0.4.8

Updates:
* Update dataset_correlations_metric.py by VishalKumar-S in https://github.com/evidentlyai/evidently/pull/814

Fixes:
* Fix_typo by 0lgaF in https://github.com/evidentlyai/evidently/pull/812
* Deprecate _as_pandas by mike0sv in https://github.com/evidentlyai/evidently/pull/816
* Respect tags for counter panels by mike0sv in https://github.com/evidentlyai/evidently/pull/821

**Full Changelog**: https://github.com/evidentlyai/evidently/compare/v0.4.6...v0.4.7

**Updates:**
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**Fixes:**
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