deepchecks

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## Background In order to provide extra value in performance & drift checks, we want to always display information about these quantities in an aggregate manner (as done in the...

noamzbr

[Issue-1739] Suite/check instances serialization/deserialization to/from config

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resolves #1739 to summarise this PR is the continuation of this [issue](https://github.com/deepchecks/mon/issues/20) (initial [PR](https://github.com/deepchecks/deepchecks/pull/1736)) previously we added `config` and `from_config` methods to the `BaseCheck` and `BaseSuite` types. The purpose of...

yromanyshyn

fix feature order in TrainTestFeatureDrift if a column is selected (if columns and/or ignore_columns is used)

JKL98ISR

Add semantic segmentation

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closes #1039 (partially at least) ### What's done: * Added SegmentationData * Added Label properties * Added MeanDice metric * Made sure most checks work with this (details on which...

nirhutnik

Semantic segmentation - continue

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Continues #1039 Tasks: - Add tests for SegmentationData - Add tests for MeanDice - Add tests for checks with elif for segmentation (with working model) - Update checks docstrings -...

nirhutnik

[FEAT] research embedding methods + properties

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Research methods we can use in our NLP package Come up with a suggestion how to implement those methods inside checks Discuss options in arc / algo talk

Nadav-Barak

[FEAT][CV]property-label correlation check

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Data integrity check Similar to the tabular feature-label correlation check but with the image properties as features. Useful for preventing shortcut learning.

TheSolY

[FEAT] [CV] Add support for image detection with segmentation

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**Is your feature request related to a problem? Please describe.** Add support for image detection with segmentation **Describe the solution you'd like** We just need a more general IoU and...

JKL98ISR

LabelPropertyCorrelationChange - Semantic Segmentation

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Add support for semantic segmentation in LabelPropertyCorrelationChange. Do it so only the segment is sent to the properties. Notice that for properties such as "Area", this might need a different...

nirhutnik

[FEAT] Update custom vision task to note that Segmentation is already part of the package

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**Is your feature request related to a problem? Please describe.** As segmentation is added as a built in part of the package, changes should be introduced to the existing segmentation...

noamzbr