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@mfeurer mfeurer released this 25 Oct 19:19
v0.11.0
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  • ADD #753: Allows uploading custom flows to OpenML via OpenML-Python.
  • ADD #777: Allows running a flow on pandas dataframes (in addition to numpy arrays).
  • ADD #888: Allow passing a task_id to run_model_on_task.
  • ADD #894: Support caching of datasets using feather format as an option.
  • ADD #929: Add edit_dataset and fork_dataset to allow editing and forking of uploaded datasets.
  • ADD #866, #943: Add support for scikit-learn's passthrough and drop when uploading flows to OpenML.
  • ADD #879: Add support for scikit-learn's MLP hyperparameter layer_sizes.
  • ADD #894: Support caching of datasets using feather format as an option.
  • ADD #945: PEP 561 compliance for distributing Type information.
  • DOC #660: Remove nonexistent argument from docstring.
  • DOC #901: The API reference now documents the config file and its options.
  • DOC #912: API reference now shows create_task.
  • DOC #954: Remove TODO text from documentation.
  • DOC #960: document how to upload multiple ignore attributes.
  • FIX #873: Fixes an issue which resulted in incorrect URLs when printing OpenML objects after switching the server.
  • FIX #885: Logger no longer registered by default. Added utility functions to easily register logging to console and file.
  • FIX #890: Correct the scaling of data in the SVM example.
  • MAINT #371: list_evaluations default size changed from None to 10_000.
  • MAINT #767: Source distribution installation is now unit-tested.
  • MAINT #781: Add pre-commit and automated code formatting with black.
  • MAINT #804: Rename arguments of list_evaluations to indicate they expect lists of ids.
  • MAINT #836: OpenML supports only pandas version 1.0.0 or above.
  • MAINT #865: OpenML no longer bundles test files in the source distribution.
  • MAINT #881: Improve the error message for too-long URIs.
  • MAINT #897: Dropping support for Python 3.5.
  • MAINT #916: Adding support for Python 3.8.
  • MAINT #920: Improve error messages for dataset upload.
  • MAINT #921: Improve hangling of the OpenML server URL in the config file.
  • MAINT #925: Improve error handling and error message when loading datasets.
  • MAINT #928: Restructures the contributing documentation.
  • MAINT #936: Adding support for scikit-learn 0.23.X.
  • MAINT #945: Make OpenML-Python PEP562 compliant.
  • MAINT #951: Converts TaskType class to a TaskType enum.
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