Page Comparison

v7 (2023-05-02) - Backend supported version: 10.3

This release changes 'importance' function from 'feature_selection' by adding a reliability measure.

Changed

• importance now returns a tuple[importance, reliability_measure].

v6 (2023-05-02) - Backend supported version: 10.3

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• push_pandas method now supports the optional column_labels parameter.

• Added dython library to datascience and neural images.

• Added optuna library to datascience and neural images.

• Added igraph library to datascience and neural images.

Changed

• Bump version of werkzeug package.

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• Data Source, Datamarts, Model tables and Model attachments collection can now be indexed by name or by index (MR45).
   pfx.get_context().datasources().get_by_name("my_data_source") can now be written pfx.get_context().datasources()["my_data_source"]

• pynndescent library to datascience and neural images (MR51).

Changed

• Uses Python 3.10 (MR48).

• Improved backend vocabulary consistency by renaming API parameters.
  Warning: this involves many breaking changes if you were referring to these parameters by name when calling the corresponding methods (MR38).

  • Mainly id or uniqueid renamed to typedid and jst renamed to jst_id when relevant.

  • Refer to the API documentation for more information.

• When a backend exception occurs, the entire exception stack trace is printed in the job messages instead of the exception message only (MR47).

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