Somef

This version of SOMEF moves towards adopting Python 3.10 and fixes quite a few issues (logo detection, identifiers, etc.), retrains the models to work with the latest versions of scikit learn and adds an initial categorization implementation.

Thanks to tpronk and kuefmz for their contributions!

What's Changed
* Categorization implementation by rafaeel9 in https://github.com/KnowledgeCaptureAndDiscovery/somef/pull/583
* Software types by dgarijo in https://github.com/KnowledgeCaptureAndDiscovery/somef/pull/589
* Fixes issue 591 by tpronk in https://github.com/KnowledgeCaptureAndDiscovery/somef/pull/592
* Fixing all tests by dgarijo in https://github.com/KnowledgeCaptureAndDiscovery/somef/pull/603
* Towards 0.9.5 by dgarijo in https://github.com/KnowledgeCaptureAndDiscovery/somef/pull/604
* Dev by dgarijo in https://github.com/KnowledgeCaptureAndDiscovery/somef/pull/605
* Fix 553 by dgarijo in https://github.com/KnowledgeCaptureAndDiscovery/somef/pull/606
* Fix 526 by dgarijo in https://github.com/KnowledgeCaptureAndDiscovery/somef/pull/607
* Dev by dgarijo in https://github.com/KnowledgeCaptureAndDiscovery/somef/pull/608
* Towards next version by dgarijo in https://github.com/KnowledgeCaptureAndDiscovery/somef/pull/609
* Preparing for Python 3.10 by dgarijo in https://github.com/KnowledgeCaptureAndDiscovery/somef/pull/612
* Preparing dependencies for next release by dgarijo in https://github.com/KnowledgeCaptureAndDiscovery/somef/pull/614
* Add retrained models for ROLF with scikit-learn 1.3.2 by kuefmz in https://github.com/KnowledgeCaptureAndDiscovery/somef/pull/613
* aligning branches by dgarijo in https://github.com/KnowledgeCaptureAndDiscovery/somef/pull/615
* Dev by dgarijo in https://github.com/KnowledgeCaptureAndDiscovery/somef/pull/616
* Preparing for 0.9.5 (classifiers re-trained) by dgarijo in https://github.com/KnowledgeCaptureAndDiscovery/somef/pull/617
* Fix error: LinearSVC object has no attribute predict_proba by kuefmz in https://github.com/KnowledgeCaptureAndDiscovery/somef/pull/619
* update by dgarijo in https://github.com/KnowledgeCaptureAndDiscovery/somef/pull/620
* Dev by dgarijo in https://github.com/KnowledgeCaptureAndDiscovery/somef/pull/625

New Contributors
* tpronk made their first contribution in https://github.com/KnowledgeCaptureAndDiscovery/somef/pull/592

**Full Changelog**: https://github.com/KnowledgeCaptureAndDiscovery/somef/compare/0.9.4...0.9.5

This release adds a new small category for recognizing arxiv paper links found in a readme file. These papers are useful to find potential links to the papers where the software is proposed as a publication

This release adds a hotfix for configuring somef when a configuration file did exist before (it wasn't overwritten)

Release to update package in pypi

This release adds a hotfix due to the ROLF integration in 0.9.0 that prevented running somef

This release addresses major bugs in the extraction and introduces the following improvements:

* New features for recognizing packages and badges.
* Now somef will try to fix links of logos and images if by default they do not resolve.
* For Codemeta/TTL somef will try to reconcile the information gathered to maximize its utility. Also only providing links where links are supposed to be provided.
* somef will now look for install files among others.
* We have a new output specification, available [here](https://somef.readthedocs.io/en/latest/output/)
* ROLF integration by kuefmz for classifying software categories.
* Now we include an RML mapping to comply against the new spec.

New Contributors
* kuefmz made their first contribution in https://github.com/KnowledgeCaptureAndDiscovery/somef/pull/480

**Full Changelog**: https://github.com/KnowledgeCaptureAndDiscovery/somef/compare/0.8.2...0.9.0