Evidently

What's Changed
* Fix deserialization BaseWidgetInfo in converted metrics. by Liraim in https://github.com/evidentlyai/evidently/pull/1457
* Fix missing tests for top level metrics on converting new snapshot by Liraim in https://github.com/evidentlyai/evidently/pull/1458
* Fix threshold type in LessThan test. by Liraim in https://github.com/evidentlyai/evidently/pull/1460
* boolean label by mike0sv in https://github.com/evidentlyai/evidently/pull/1456
* Fix proper convert for data_definition to input_data. by Liraim in https://github.com/evidentlyai/evidently/pull/1461
* add render tag for v2 values by mike0sv in https://github.com/evidentlyai/evidently/pull/1459
* Fix Binary Classification with different configurations. by Liraim in https://github.com/evidentlyai/evidently/pull/1463
* remove `scikit-learn<1.6.0` limit by DimaAmega in https://github.com/evidentlyai/evidently/pull/1451
* UI: snapshot actions wrapper by DimaAmega in https://github.com/evidentlyai/evidently/pull/1462


**Full Changelog**: https://github.com/evidentlyai/evidently/compare/v0.6.0...v0.6.1

What's Changed
* add test_fingerprint to test widget by mike0sv in https://github.com/evidentlyai/evidently/pull/1386
* fix get dataset permissions by svetleo-evidently in https://github.com/evidentlyai/evidently/pull/1399
* fix get dataset permissions by svetleo-evidently in https://github.com/evidentlyai/evidently/pull/1401
* Docs: misc updates by elenasamuylova in https://github.com/evidentlyai/evidently/pull/1397
* Metrics redesign by Liraim in https://github.com/evidentlyai/evidently/pull/1389
* Store tests datasets in repo. by Liraim in https://github.com/evidentlyai/evidently/pull/1416
* New reports improvements. by Liraim in https://github.com/evidentlyai/evidently/pull/1414
* Openai errors by svetleo-evidently in https://github.com/evidentlyai/evidently/pull/1417
* fix descriptors params: include_reasoning and include_score by svetleo-evidently in https://github.com/evidentlyai/evidently/pull/1419
* Reference support in new version. by Liraim in https://github.com/evidentlyai/evidently/pull/1415
* default tests and include_tests logic by mike0sv in https://github.com/evidentlyai/evidently/pull/1418
* Support reference in metrics. by Liraim in https://github.com/evidentlyai/evidently/pull/1420
* Render for new ValueDrift and DataDriftPreset. by Liraim in https://github.com/evidentlyai/evidently/pull/1421
* Add approxvalue support in tests. by Liraim in https://github.com/evidentlyai/evidently/pull/1425
* recsys metrics by mike0sv in https://github.com/evidentlyai/evidently/pull/1423
* not equal by mike0sv in https://github.com/evidentlyai/evidently/pull/1424
* fixes by mike0sv in https://github.com/evidentlyai/evidently/pull/1426
* Fix data drift params and tests. by Liraim in https://github.com/evidentlyai/evidently/pull/1428
* Add explicit display names for metric results. by Liraim in https://github.com/evidentlyai/evidently/pull/1430
* default ref tests by mike0sv in https://github.com/evidentlyai/evidently/pull/1427
* Support value names in all metrics. by Liraim in https://github.com/evidentlyai/evidently/pull/1431
* new dummmy metrics by mike0sv in https://github.com/evidentlyai/evidently/pull/1432
* ValueStats render by Liraim in https://github.com/evidentlyai/evidently/pull/1433
* add run by mike0sv in https://github.com/evidentlyai/evidently/pull/1437
* Feature/ml vis by mike0sv in https://github.com/evidentlyai/evidently/pull/1434
* Text Evals render and DataSummaryPreset by Liraim in https://github.com/evidentlyai/evidently/pull/1435
* Replace RocAuc by label render. by Liraim in https://github.com/evidentlyai/evidently/pull/1439
* Add RegressionQuality render and RegressionPreset. by Liraim in https://github.com/evidentlyai/evidently/pull/1436
* Add ClassificationQuality render and ClassificationPreset. by Liraim in https://github.com/evidentlyai/evidently/pull/1438
* Tests summary in new reports. by Liraim in https://github.com/evidentlyai/evidently/pull/1442
* Feature/add run by mike0sv in https://github.com/evidentlyai/evidently/pull/1444
* fix descriptor columns by mike0sv in https://github.com/evidentlyai/evidently/pull/1440
* openai_errors_handle by svetleo-evidently in https://github.com/evidentlyai/evidently/pull/1443
* Support None / NaN in UniqueValuesCount metric by Liraim in https://github.com/evidentlyai/evidently/pull/1446
* Fix information about descriptors in snapshots. by Liraim in https://github.com/evidentlyai/evidently/pull/1448
* Support ByLabelValue in field iterators. by Liraim in https://github.com/evidentlyai/evidently/pull/1450
* FIPS compliant by DueViktor in https://github.com/evidentlyai/evidently/pull/1411
* Support V2 metrics in Distribution. by Liraim in https://github.com/evidentlyai/evidently/pull/1452
* default reference tests by mike0sv in https://github.com/evidentlyai/evidently/pull/1445
* add alias as display name by mike0sv in https://github.com/evidentlyai/evidently/pull/1453
* Support presets from new reports in old snapshots. by Liraim in https://github.com/evidentlyai/evidently/pull/1454
* fix prompts by mike0sv in https://github.com/evidentlyai/evidently/pull/1455
* UI: add histigram panel plot type by DimaAmega in https://github.com/evidentlyai/evidently/pull/1447

New Contributors
* DueViktor made their first contribution in https://github.com/evidentlyai/evidently/pull/1411

**Full Changelog**: https://github.com/evidentlyai/evidently/compare/v0.5.1...v0.6.0

What's Changed
* fix empty strings in datagen by mike0sv in https://github.com/evidentlyai/evidently/pull/1385
* UI: go to report from dashboard plot by mike0sv in https://github.com/evidentlyai/evidently/pull/1383
* UI(feature): [Dashboard] vertical line at selected point by DimaAmega in https://github.com/evidentlyai/evidently/pull/1387
* move managers by mike0sv in https://github.com/evidentlyai/evidently/pull/1328
* UI: add dot on clicked point on dashoard by DimaAmega in https://github.com/evidentlyai/evidently/pull/1388
* fix CI by DimaAmega in https://github.com/evidentlyai/evidently/pull/1393
* add customdata for distribution by mike0sv in https://github.com/evidentlyai/evidently/pull/1392
* UI: refactor use widget wrapper by DimaAmega in https://github.com/evidentlyai/evidently/pull/1395


**Full Changelog**: https://github.com/evidentlyai/evidently/compare/v0.5.0...v0.5.1

What's Changed
* No teams by svetleo-evidently in https://github.com/evidentlyai/evidently/pull/1375
* move projects from teams to org by svetleo-evidently in https://github.com/evidentlyai/evidently/pull/1376
* Dataset to project postmigration by svetleo-evidently in https://github.com/evidentlyai/evidently/pull/1379
* add project read permission for org viewer by svetleo-evidently in https://github.com/evidentlyai/evidently/pull/1377
* Docs: change `TextOverviewPreset` to `TextEvals` by SkafteNicki in https://github.com/evidentlyai/evidently/pull/1374
* No team_id in docs by emeli-dral in https://github.com/evidentlyai/evidently/pull/1381
* feat: add IsValidSQL() by vectorvp in https://github.com/evidentlyai/evidently/pull/1372

New Contributors
* SkafteNicki made their first contribution in https://github.com/evidentlyai/evidently/pull/1374
* vectorvp made their first contribution in https://github.com/evidentlyai/evidently/pull/1372

**Full Changelog**: https://github.com/evidentlyai/evidently/compare/v0.4.40...v0.5.0

What's Changed
* add list users permission by DimaAmega in https://github.com/evidentlyai/evidently/pull/1362
* Move pipes import to support py3.13 by mike0sv in https://github.com/evidentlyai/evidently/pull/1361
* remove exp datagen by DimaAmega in https://github.com/evidentlyai/evidently/pull/1366
* Move datasets to project by svetleo-evidently in https://github.com/evidentlyai/evidently/pull/1365
* Docs: small fixes by elenasamuylova in https://github.com/evidentlyai/evidently/pull/1368


**Full Changelog**: https://github.com/evidentlyai/evidently/compare/v0.4.39...v0.4.40

What's Changed
* UI: refactor playwright run by DimaAmega in https://github.com/evidentlyai/evidently/pull/1331
* run-snapshot-async by svetleo-evidently in https://github.com/evidentlyai/evidently/pull/1330
* Add ItemMatch + ItemNoMatch Descriptors by jon-bown in https://github.com/evidentlyai/evidently/pull/1338
* UI(tests): increase timeout to `4m` by DimaAmega in https://github.com/evidentlyai/evidently/pull/1344
* Feature/dataset generator by mike0sv in https://github.com/evidentlyai/evidently/pull/1340
* Remove pip-audit by Liraim in https://github.com/evidentlyai/evidently/pull/1345
* Add JSONSchemaMatch feature and descriptor by trey-capps in https://github.com/evidentlyai/evidently/pull/1342
* IsValidJSON() descriptor by gagan-bhullar-tech in https://github.com/evidentlyai/evidently/pull/1325
* ExactMatch descriptor by gagan-bhullar-tech in https://github.com/evidentlyai/evidently/pull/1326
* Add WordMatch + WordNoMatch descriptor by jon-bown in https://github.com/evidentlyai/evidently/pull/1334
* use new wrapper/prompt api by mike0sv in https://github.com/evidentlyai/evidently/pull/1346
* Feat/add contains link descriptor by Sifr-un in https://github.com/evidentlyai/evidently/pull/1333
* Fix embeddings test presets error by Liraim in https://github.com/evidentlyai/evidently/pull/1347
* Add missing type aliases in how_to_make_custom_metric_and_test example by Liraim in https://github.com/evidentlyai/evidently/pull/1349
* Remove TextOverviewPresets references from examples and docs by Liraim in https://github.com/evidentlyai/evidently/pull/1348
* Fix llm example. by Liraim in https://github.com/evidentlyai/evidently/pull/1350
* Update Mypy rules and version. by Liraim in https://github.com/evidentlyai/evidently/pull/1343
* OpenAI error message by svetleo-evidently in https://github.com/evidentlyai/evidently/pull/1354
* added JSONMatch Descriptor by ramachaitanya0 in https://github.com/evidentlyai/evidently/pull/1337
* Add IsValidPython descriptor by trey-capps in https://github.com/evidentlyai/evidently/pull/1351
* Fix PyTorch-NumPy compatibility in build workflows by Liraim in https://github.com/evidentlyai/evidently/pull/1356
* UI: dark mode by DimaAmega in https://github.com/evidentlyai/evidently/pull/1355
* Fix typos by strickvl in https://github.com/evidentlyai/evidently/pull/1358
* fix(dashboard): filter by date test panels by DimaAmega in https://github.com/evidentlyai/evidently/pull/1359
* feat: Add BERTScore feature descriptor and feature by projectultra in https://github.com/evidentlyai/evidently/pull/1335

New Contributors
* jon-bown made their first contribution in https://github.com/evidentlyai/evidently/pull/1338
* trey-capps made their first contribution in https://github.com/evidentlyai/evidently/pull/1342
* gagan-bhullar-tech made their first contribution in https://github.com/evidentlyai/evidently/pull/1325
* Sifr-un made their first contribution in https://github.com/evidentlyai/evidently/pull/1333
* ramachaitanya0 made their first contribution in https://github.com/evidentlyai/evidently/pull/1337
* projectultra made their first contribution in https://github.com/evidentlyai/evidently/pull/1335

**Full Changelog**: https://github.com/evidentlyai/evidently/compare/v0.4.38...v0.4.39