medcat/v2.1.0

Minor release.

Highlighted features:

• Offline loading of BERT based MetaCATs (#67, #85)
• Allow loading models with config dicts (applied before pipe init) again (#53)
• Simplified access and imports (#112, #119), e.g:
  • CAT.pipe instead of CAT._pipeline
  • from medcat.stats import get_stats instead of from medcat.stats.stats import get_stats
• Improved supervised training flexibility by logging issues (#121)

Important bug fixes

• Stats edge cases for 0 precion and recall (#109)
• Fix issue with model pack removal upon save in some situations (#115)

What's Changed

• Add permissions for MedCAT release by @mart-r in #42
• Remove install bundles before pushing to PyPI by @mart-r in #44
• Allow patch releases for pre-releases by @mart-r in #43
• Update to valid classifiers by @mart-r in #45
• CU-8699twteb: Update docs links to point to up to date page by @mart-r in #48
• Fix license in pyproject.toml by @mart-r in #49
• Improve some logging in MetaCAT when no suitable category is found by @mart-r in #50
• CU-8699upt9a Allow saving output onto disk when multiprocessing by @mart-r in #52
• CU-8699vkmu4: Allow load with merging config(s) by @mart-r in #53
• CU-8699vq0he: Improve addon access from CAT by @mart-r in #55
• CU-8699vnuwf Ignore hidden files when loading model packs by @mart-r in #54
• CU-8699zxxnt: Fix v2 tutorials link to point to correct version by @mart-r in #61
• Adding functionality for offline loading by @shubham-s-agarwal in #67
• Remove unnecessary method from tutorial example by @mart-r in #73
• CU-8698x63kt: Add v2 migration guide by @mart-r in #66
• CU-8699mrvup docs: update urls throughout to point to new cogstack-nlp repo by @alhendrickson in #71
• Update dependabot.yml to update github actions by @alhendrickson in #81
• Avoid v2 release workflow run in case of v1 release by @mart-r in #83
• CU-8699wc4zb Port offline BERT MetaCAT load to v2 by @mart-r in #85
• build: Update dependabot config by @alhendrickson in #91
• build: Update dependabot config. Add commit prefix by @alhendrickson in #93
• CU-869a6w9c7 Fix stats on 0 prec and 0 rec by @mart-r in #109
• CU-869a6v8qd: Fix tutorial links by @mart-r in #108
• Explicitly specify an empty HF cache during testing of offline load by @mart-r in #106
• CU-869a71q73: Rename multi-text method and deprecate old one by @mart-r in #110
• CU-869a2kpv0 Add method for model card load off disk by @mart-r in #111
• build: bump the actions-deps group with 6 updates by @dependabot[bot] in #94
• chore(medcat): CU-869a971xa: Update readme by @tomolopolis in #116
• CU-869a95nu1 Fix spacy model cleanup by @mart-r in #115
• CU-8699qzfdk Improve optional part checks by @mart-r in #113
• CU-869a7mjaa: Add simplified method of getting pipe from CAT object by @mart-r in #112
• chore(medcat): CU-869a98zwq: use old name by @tomolopolis in #118
• CU-869a9mten Improve duplicate name imports by @mart-r in #119
• CU-869a9q6rm: Include MetaCAT model cards in overall model card by @mart-r in #120
• CU-869a9w9v8: Allow a warning instead of a raised exception when doing supervised training by @mart-r in #121
• Medcat conversion model name hotfix by @mart-r in #122

New Contributors

• @shubham-s-agarwal made their first contribution in #67
• @dependabot[bot] made their first contribution in #94

Full Changelog: medcat/v2.0.0...medcat/v2.1.0