11.0.1.0

11.0.1.0 - 2026-07-02

Added

• (General) Support for Azure storage.
• (General) Support for system-wide Pip installation on Windows.
• (General) Documentation for external data table paths for multi-table datasets.
• (sklearn) keep_selected_variables_only parameter to the predictors (KhiopsClassifier and KhiopsRegressor).

Fixed

• (core) Handling of remote storage URI arguments in the Core API functions.

Changed

• (General) Full-Pip installation support: khiops now depends on the khiops-core and optionally on the remote storage driver packages.
• (core) Rename variable_part_dimensions to inner_variable_dimensions in CoclusteringResults.

Removed

• (General) Support of the installation type combining "OS Native Khiops Core" and "Pip Khiops Python library".

11.0.1.0-rc.3

For testing purposes only

11.0.1.0-rc.2

For testing purposes only

11.0.0.3

11.0.0.3 - 2026-03-06

Added

• (sklearn) n_feature_parts parameter to the supervised estimators

Fixed

• (sklearn) Default value of n_features for the supervised estimators.
• Internals:
  • Detection of unsupported installation modes on Windows operating systems.

11.0.0.2

11.0.0.2 - 2026-01-26

Fixed

• (core) Samples dir path construction when HOME is a remote path

11.0.0.1

11.0.0.1 - 2026-01-14

Fixed

• (General) Automatic Credentials Discovery-based credential retrieval for
  Google cloud storage (GCS).
• (sklearn) Temporary directory race condition in estimators.

11.0.0.1-a.0

For testing purposes only

11.0.0.0

11.0.0.0 - 2025-12-19

Added

• (General) Support for Python 3.14.
• (General) Warnings and error messages for unsupported installation setups.
• (core) Dictionary API support for dictionary, variable and variable block
  comments, and dictionary and variable block internal comments.
• (core) Dictionary Rule class and supporting API for serializing Rule instances.
• (core) New way to add a variable to a dictionary using a complete specification.
• (core) New API constants for rules used in automatic variable construction:
  • DEFAULT_CONSTRUCTION_RULES: names of table and entity construction rules,
    which are applied by default
  • CALENDRICAL_CONSTRUCTION_RULES: names of date, time and timestamp rules.
• (sklearn) Text Khiops type support at the estimator level.

Changed

• (General) Pip packages are published on PyPI.
• (General) Conda packages only depend on the conda-forge channel and are
  published on conda-forge.
• (core) Dictionary API (DictionaryDomain, Dictionary, MetaData),
  when a requested key is not found in getters, return None instead
  of raising a KeyError exception.

Removed

• (sklearn) Remove the n_features_evaluated_, feature_evaluated_names,
  feature_evaluated_importances_, n_features_used_, feature_used_names_
  and feature_used_importances_ Khiops classifier and regressor estimator
  attributes.

Fixed

• (General) Inconsistency between the tools.download_datasets function and the
  current samples directory according to core.api.get_samples_dir().

11.0.0.0-rc.2

For testing purposes only

11.0.0.0-a.0

For testing purposes only