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38 changes: 38 additions & 0 deletions CHANGELOG.rst
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0.2.3 (2021-06-09)
-------------------

🚀 Features
^^^^^^^^^^^^^

- Add the ``skip_verify`` attribute to the ``KG`` class to skip or not the
verification of the entity existence with remote Knowledge Graphs (default to
``skip_verify=False``).
- Add ``WideSampler`` as a new sampling strategy.
- Add ``SplitWalker`` as a new walking strategy.

Fixed
^^^^^

- Fix the installation dependencies with ``poetry``.
- Fix the cache memory for local Knowledge Graphs.
- Fix validation URL for remote Knowledge Graphs.
- Fix the ``HALKWalker`` walking strategy.
- Fix the DFS algorithm of ``RandomWalker`` and ``CommunityWalker`` to return
duplicate walks and prevent a different number of walks for the entities.
- Fix the walk extraction with the ``with_reverse`` parameter for the different
walking strategies.

Added
^^^^^

- Add the ``_post_extract`` private method in the ``Walker`` class for a post
processing of walks by a walking strategy.

Changed
^^^^^^^

- Replace the default minimum frequency thresholds of a hop to keep with
``HALKWalker`` (0.001 -> 0.01).
- Drop support for Python 3.7.0
- Remove ``negative=20`` and ``vector_size=500`` for Word2Vec.

0.2.2 (2021-04-02)
-------------------

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