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@mfeurer mfeurer released this 08 Apr 16:48
· 142 commits to develop since this release
v0.12.0
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0.11.1

  • ADD #964: Validate ignore_attribute, default_target_attribute, row_id_attribute are set to attributes that exist on the dataset when calling create_dataset.
  • ADD #979: Dataset features and qualities are now also cached in pickle format.
  • ADD #982: Add helper functions for column transformers.
  • ADD #989: run_model_on_task will now warn the user the the model passed has already been fitted.
  • ADD #1009 : Give possibility to not download the dataset qualities. The cached version is used even so download attribute is false.
  • ADD #1016: Add scikit-learn 0.24 support.
  • ADD #1020: Add option to parallelize evaluation of tasks with joblib.
  • ADD #1022: Allow minimum version of dependencies to be listed for a flow, use more accurate minimum versions for scikit-learn dependencies.
  • ADD #1023: Add admin-only calls for adding topics to datasets.
  • ADD #1029: Add support for fetching dataset from a minio server in parquet format.
  • ADD #1031: Generally improve runtime measurements, add them for some previously unsupported flows (e.g. BaseSearchCV derived flows).
  • DOC #973 : Change the task used in the welcome page example so it no longer fails using numerical dataset.
  • MAINT #671: Improved the performance of check_datasets_active by only querying the given list of datasets in contrast to querying all datasets. Modified the corresponding unit test.
  • MAINT #891: Changed the way that numerical features are stored. Numerical features that range from 0 to 255 are now stored as uint8, which reduces the storage space required as well as storing and loading times.
  • MAINT #975, #988: Add CI through Github Actions.
  • MAINT #977: Allow short and long scenarios for unit tests. Reduce the workload for some unit tests.
  • MAINT #985, #1000: Improve unit test stability and output readability, and adds load balancing.
  • MAINT #1018: Refactor data loading and storage. Data is now compressed on the first call to get_data.
  • MAINT #1024: Remove flaky decorator for study unit test.
  • FIX #883 #884 #906 #972: Various improvements to the caching system.
  • FIX #980: Speed up check_datasets_active.
  • FIX #984: Add a retry mechanism when the server encounters a database issue.
  • FIX #1004: Fixed an issue that prevented installation on some systems (e.g. Ubuntu).
  • FIX #1013: Fixes a bug where OpenMLRun.setup_string was not uploaded to the server, prepares for run_details being sent from the server.
  • FIX #1021: Fixes an issue that could occur when running unit tests and openml-python was not in PATH.
  • FIX #1037: Fixes a bug where a dataset could not be loaded if a categorical value had listed nan-like as a possible category.
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