Bump gensim from 4.1.0 to 4.1.2

[dependabot]

Bumps gensim from 4.1.0 to 4.1.2.

Release notes

Sourced from gensim's releases.

4.1.2, 2021-09-17

This is a bugfix release that addresses left over compatibility issues with older versions of numpy and MacOS.

4.1.1, 2021-09-14

This is a bugfix release that addresses compatibility issues with older versions of numpy.

4.1.0, 2021-08-15

Gensim 4.1 brings two major new functionalities:

• Ensemble LDA for robust training, selection and comparison of LDA models.
• FastSS module for super fast Levenshtein "fuzzy search" queries. Used e.g. for "soft term similarity" calculations.

There are several minor changes that are not backwards compatible with previous versions of Gensim. The affected functionality is relatively less used, so it is unlikely to affect most users, so we have opted to not require a major version bump. Nevertheless, we describe them below.

Improved parameter edge-case handling in KeyedVectors most_similar and most_similar_cosmul methods

We now handle both positive and negative keyword parameters consistently. They may now be either:

1. A string, in which case the value is reinterpreted as a list of one element (the string value)
2. A vector, in which case the value is reinterpreted as a list of one element (the vector)
3. A list of strings
4. A list of vectors

So you can now simply do:

    model.most_similar(positive='war', negative='peace')

instead of the slightly more involved

model.most_similar(positive=['war'], negative=['peace'])

Both invocations remain correct, so you can use whichever is most convenient. If you were somehow expecting gensim to interpret the strings as a list of characters, e.g.

model.most_similar(positive=['w', 'a', 'r'], negative=['p', 'e', 'a', 'c', 'e'])

then you will need to specify the lists explicitly in gensim 4.1.

Deprecated obsolete step parameter from doc2vec

... (truncated)

Changelog

Sourced from gensim's changelog.

4.1.2, 2021-09-17

This is a bugfix release that addresses left over compatibility issues with older versions of numpy and MacOS.

4.1.1, 2021-09-14

This is a bugfix release that addresses compatibility issues with older versions of numpy.

Commits

• b76108e Merge branch 'release-4.1.2'
• 85f7caf Merge remote-tracking branch 'upstream/travis' into release-4.1.2
• a160c41 update travisCI workflow for numpy version handling
• 416f414 patch conf.py
• 2bc7f0d updated CHANGELOG.md for version 4.1.2
• 3349704 bumped version to 4.1.2
• e329f23 Change build numpy versions for MacOS according to oldest-supported-numpy (#3...
• 1a10f14 bump version on develop
• 6e316fd Merge branch 'master' into develop
• 3d72896 Merge branch 'release-4.1.1'
• Additional commits viewable in compare view

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[dependabot]

Superseded by #37.