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Release notes

v0.7.2-v0.7.3 | Feb 17, 2023​

UI & UX

  • Improvement: Minor UI/UX improvements

Further updates

  • DAI 2023 License update

v0.7.1 | Dec 23, 2022​

Fixed

  • Fix NLP path issue for LanguageTool
  • Misc minor bug fixes

v0.7.0 | Dec 17, 2022​

New features

  • Allow uploading .mojo directly
  • Author categorical constraints for single observations
  • Allow user to configure hyper-parameters for adversarial exploration

Fixed

  • Performance improvements
  • Fix tabular insights bug for dropped high cardinality categoricals
  • Fix for filtering Table/Interactive View
  • Fix select-all post filtering
  • More bug fixes

v0.6.0 | Nov 2, 2022​

New features

  • Enable global range restrictions for continuous variable for multi-row
  • Update index info to summary report
  • Add time budget for adversary exploration

Fixed

  • Avoid downloading language model over network
  • Remove white-space from beginning/end of model url
  • Update distance function for computing counterfactuals
  • Fix exception for non-responsive deployed models

v0.5.0 | Sep 23, 2022​

New features

  • Added ability to set range constraints for continuous features for single observations
  • Added a DAI Demo example
  • Enabled check boxes for counterfactual feature selection
  • Enabled ability to select all rows for analysis

v0.4.2 | Aug 26, 2022​

Fixed

  • Fixed regression bug related to handling categories for explanations

v0.4.1 | Aug 25, 2022​

New feature

  • Added insights for data with categorical types

Fixed

  • Minor bug fixes and documentation update

v0.4.0 | Aug 12, 2022​

New features

  • Add Model View
  • Multi-row trigger for text
  • Support tabular attack for deployed models
  • Add metric options and include metric in table
  • Author ability to export results

Improvements

  • Interactive view UI improvements
  • Improve interactive view icon visibility

Fixed

  • Add None filter option to table view
  • Fix bug with handling list typed original_row
  • Fix notification popup in unexpected location
  • Use preferred username and profile pic if available
  • Error on loading edit view with H2O-3 MLOps deployed model
  • Fix incorrect indices in interactive view
  • Fix interactive view select index for text data
  • Fix text edit view index erro
  • Fix interactive view selection bug

v0.3.0 | Jul 14, 2022​

New feature

  • Author finding adversarial examples for a sample tabular data (Tabular/Interactive view)

Fixed

  • Bug fixes

v0.2.1 | Jul 2, 2022​

New features

  • Add constraints at feature level for generating adversarial for tabular data
  • Highlight target column on Tabular View
  • Add user persona and menu on the top right
  • Author user to select multiple points from interactive view

Fixed

  • Enable abort to terminate jobs
  • Error when going to explanations tab in IMDB demo dataset
  • Dropdown value changes when switching tabs
  • Delete associated files when deleting dataset
  • Closing editor in interactive view redirects to tabular view

v0.2.0 | Jun 17, 2022​

New features

  • Initial Documentation
  • Cythonize backend core
  • Add select model inputs to the Start Analysis side panel
  • Enable support for mixed data type (categorical) for a demo example

Improvements

  • Change tabular data explanation basic chart with custom viz
  • Enable PCA selection via UI
  • Move the Counterfactual toggle to the counterfactual tab
  • Add text editor for long strings in tabular mode

Fixed

  • Save and load client state from cache on refresh
  • Bug fixes n improvements to UI workflow
  • Fix filter_by in the interactive view
  • Fix help trigger
  • Performance improvements and optimization
  • Redirect to the tables page when logo is clicked
  • Update doc proxy URL
  • Handle NaN rows on data load
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