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Releases: Giskard-AI/giskard

Project export and slicing

13 Feb 14:01
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What's Changed

  • Export/Import projects ✉️
  • Possibility to filter inspected datasets by defining slices 🔪
  • Enhanced LIME explainer with possibility to set threshold from the UI 🍋
  • Simplified user management by opening access without login by default 👩‍💻
  • Fixed ML Worker issues related to disconnecting after a while 🐍
  • Numerous bug fixes and minor improvements 🐞

New Contributors

Full Changelog: v1.3.2...v1.4.0

External ML Worker

23 Nov 09:14
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External ML Worker - a new way to execute models 🐍

This new feature allows reusing existing Python code environments when executing models. No need to re-create new environments with the same packages as at the model creation time.
It requires giskard python package of version 1.7.0
more information is available in the documentation

Other changes 📜

  • API for test execution
  • Disparate impact test
  • Improved test UI
  • Improved Inspection UI for classification models
  • Better example notebooks
  • Better support for large models
  • Customisable number of Lime samples
  • arm64 docker images

New Contributors 👋

Full Changelog: v1.2.0...v1.3.0

v1.2.0 Better UX and robustness

02 Sep 20:06
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What's Changed

New Contributors

Full Changelog: v1.1.0...v1.2.0

v1.1.0 - Better demo projects

24 Jun 15:30
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  • improved demo projects
  • allowed inspection of larger models
  • bugfixes

v1.0.0 - AI Test

09 Jun 23:44
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requires giskard python library to upload models and datasets
install it with pip install giskard

Added AI Test - test execution capability

v0.2.0

04 May 11:24
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  • Better AI inspect navigation with hotkeys
  • Embedded demo project

0.1.1

11 Apr 09:05
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  • added support of classification_threshold in AI Inspector
  • fixed stale SHAP error in the UI