0.5.0.dev2

What's Changed

• Move responsibilities from context to dataset by @matanper in #767
• [issue-650] functionality split by @yromanyshyn in #751
• functionality-split additional fix by @yromanyshyn in #770
• links-checks github action fix by @yromanyshyn in #775
• added tests for single feature data + improved tests by @JKL98ISR in #771
• updated makefile by @yromanyshyn in #780
• Adding base vision package by @ItayGabbay in #773
• Add links to suite by @matanper in #783
• Making the notebooks gen multi-procces by @ItayGabbay in #785
• Vision docs placeholder by @ItayGabbay in #788
• Fixing rtd build by @ItayGabbay in #790
• Add sample data loader & sample predictions and label caching by @matanper in #786
• Fix pandas warning by @JKL98ISR in #792
• [issue-781] moved checks base classes to core by @yromanyshyn in #789
• Fixing nb generation by @ItayGabbay in #795
• [issue-757] updated MNIST dataset api by @yromanyshyn in #798
• Adding 2022 to license by @ItayGabbay in #802
• Label drift fixes by @nirhutnik in #797
• Adding labels and detection encoder classes by @ItayGabbay in #800
• Fix widget plotly bug by @JKL98ISR in #807
• 📓 Updating Readme by @shir22 in #814
• rename VisionDataset to VisionData by @noamzbr in #820
• [DOCS] Updated main page and when should you use page by @shir22 in #821
• add DataFormatter by @noamzbr in #812
• Fixing label drift in vision submodule by @ItayGabbay in #823
• rename to ImageFormatter and fix bug in VisionData init by @noamzbr in #824
• [issue-799] coco split into train/test; updated coco dataset module api by @yromanyshyn in #805
• change checks to init - update - compute structure by @noamzbr in #826
• Fixing CI by @ItayGabbay in #838
• Label drift fixes by @nirhutnik in #808
• Label drift refactor by @nirhutnik in #843
• Adding performance report nb by @ItayGabbay in #844
• fix README.rst typo train-test by @JKL98ISR in #849
• Added typehints where they were missing in CheckResult's methods. by @RonItay in #848
• Formatter docs by @ItayGabbay in #837
• [issue-787] added device parameter to the vision checks context by @yromanyshyn in #832
• Added properties in image formatter by @nirhutnik in #855
• Vision quickstart notebook by @noamzbr in #853
• Robustness Report by @matanper in #801
• Image properties by @nirhutnik in #858
• suite fixes by @yromanyshyn in #857
• Vision docs by @ItayGabbay in #860
• add export to html to quickstart by @noamzbr in #865
• Adding class display limit in ClassPerformance check by @ItayGabbay in #866
• Add title to drift plot by @noamzbr in #867
• Improved metric by @JKL98ISR in #825
• Added imgaug-equivalent augmentations. by @nirbenz in #869
• add wrap_run to ModelComparisonCheck by @noamzbr in #868
• remove warnings by @JKL98ISR in #870
• Modifying make notebook by @ItayGabbay in #873
• Add recall to default metrics by @JKL98ISR in #872
• Fixing deployment by @ItayGabbay in #861
• Vision domain classifier issue 841 by @nirhutnik in #879
• MeanAveragePrecisionReport check by @JKL98ISR in #880
• Formatters validation by @matanper in #875
• Mean Average Recall Report check by @JKL98ISR in #885
• Fix version read in init by @matanper in #891
• Adding label_map to dataset by @ItayGabbay in #877
• Vision Suite refactor by @JKL98ISR in #890
• Fixed (maybe?) the tests by @nirhutnik in #893
• Make image drift tests consistent by @matanper in #902
• fixing docs by @ItayGabbay in #898
• Vision model comparison by @ItayGabbay in #897
• Save mnist model for tests by @matanper in #905
• Set seed in vision context and fix YOLO tests by @matanper in #904
• [Issue 834] label formatters by @yromanyshyn in #882
• Changing alternative_metrics to Dict by @ItayGabbay in #907
• set default prediction formatters by @noamzbr in #909
• The notebook is back by @nirhutnik in #900
• Robustness + VisionData: copy generator when copying dataset by @matanper in #924
• Update robustness report notebook by @matanper in #913
• Remove state copying and setting seed in robustness_report by @matanper in #926
• Gpu fixes by @ItayGabbay in #912
• Heatmap comp by @noamzbr in #901
• add confusion matrix by @benisraeldan in #828
• [Issue 755] Property Drift Check by @yromanyshyn in #908

New Contributors

• @RonItay made their first contribution in #848
• @nirbenz made their first contribution in #869

Full Changelog: 0.4.0...0.5.0.dev2