Skip to content

Changelog#

All project's changes will be documented here.

[3.1]#

Added#

  • ImageFeature type.
  • Data augmentation is available for ImageFeature with ImageFeatureAugmentation, backed by torchvision.
  • Object Detection task, with a tutorial, and provided models.
  • Handle error on creating or getting a project with same name as another one you do not have access to.
  • Load Fitted Parquet Datasets of a project using Project.list_fitted_datasets method.
  • Load Trained Models of a project using Project.list_trained_modelsmethod.
  • Load Explanations of a project using Project.list_explanationsmethod.
  • Load computed Statistics on a project and a given dataset using Project.list_computed_statistics method.

Fixed#

  • Serialization of TorchPreprocessor transform and inverse_transform methods was incorrect.
  • ApiError when the AnalyzedSchema returned a BaseFeature if no match was found.
  • Bugs related to duplicated insertions of Filters and Datasets.
  • Bug related to updating project name and description.

Changed#

  • TorchModel is replaced by ApiModule for model serialization.
  • is_post_hoc is replaced by frozen_model in ModelDecisionGraphParameters.
  • PostHocTrainer is replaced by FrozenModelTrainer.