Medcat

This patch release fixes an issue due to removal of unigram table in v1.15.0 (503). There was an issue with negative sampling that is now resolved (see 524)

What's Changed
* CU-8698f8fgc: Fix negative sampling including indices for words without a vector mart-r in https://github.com/CogStack/MedCAT/pull/524


**Full Changelog**: https://github.com/CogStack/MedCAT/compare/v1.15.1...v1.15.2

This patch release fixes an issue due to a new release of `transformers==4.50.0` late last week that rendered new `medcat` installation unusable.

What's Changed
* CU-8698ek477: Fix AdamW import from tranformers to torch mart-r in https://github.com/CogStack/MedCAT/pull/523


**Full Changelog**: https://github.com/CogStack/MedCAT/compare/v1.15.0...v1.15.1

The non-beta release for 1.15.0.

This is to replace the 1.15.0b (beta) release.
The main changes in 1.15 over 1.14 is support for (only) `pydantic>=2` and the removal of the unigram table from Vocab.
Though this version also fixes some DeID issues with later transformers (see 517).


What's Changed
* Update README.md - fixed typo by spiros in https://github.com/CogStack/MedCAT/pull/507
* CU-8696nbm9j: Add module to convert vocab vectors by mart-r in https://github.com/CogStack/MedCAT/pull/504
* CU-8696nbm03: Remove unigram table by mart-r in https://github.com/CogStack/MedCAT/pull/503
* CU-8695d4www pydantic 2 by mart-r in https://github.com/CogStack/MedCAT/pull/476
* CU-8696v2j42: Add test to make sure per-cui counts are kept when creating folds by mart-r in https://github.com/CogStack/MedCAT/pull/508
* Release PR for v1.15.0b1 by mart-r in https://github.com/CogStack/MedCAT/pull/509
* CU-8697x7y9x: Fix issue with transformers 4.47+ affecting DeID by mart-r in https://github.com/CogStack/MedCAT/pull/517

**Full Changelog**: https://github.com/CogStack/MedCAT/compare/v1.15.0b...v1.15.0

This is a BETA release. It _should_ be fully functional, but we've remained in beta, mostly so we can make sure the `pydantic` change (from v1 to v2, exclusively) is stable before we do a full release.

What's Changed
* Update README.md - fixed typo by spiros in https://github.com/CogStack/MedCAT/pull/507
* CU-8696nbm9j: Add module to convert vocab vectors by mart-r in https://github.com/CogStack/MedCAT/pull/504
* CU-8696nbm03: Remove unigram table by mart-r in https://github.com/CogStack/MedCAT/pull/503
* CU-8695d4www pydantic 2 by mart-r in https://github.com/CogStack/MedCAT/pull/476
* CU-8696v2j42: Add test to make sure per-cui counts are kept when creating folds by mart-r in https://github.com/CogStack/MedCAT/pull/508
* Release PR for v1.15.0b1 by mart-r in https://github.com/CogStack/MedCAT/pull/509

New Contributors
* spiros made their first contribution in https://github.com/CogStack/MedCAT/pull/507

**Full Changelog**: https://github.com/CogStack/MedCAT/compare/v1.14.0...v1.15.0b

This patch release fixes an issue due to a new release of `transformers==4.50.0` late last week that rendered new `medcat` installation unusable.

What's Changed
* CU-8698ek477: Fix AdamW import from tranformers to torch mart-r in https://github.com/CogStack/MedCAT/pull/523

**Full Changelog**: https://github.com/CogStack/MedCAT/compare/v1.14.1...v1.14.2

Patch release to fix DeID on `transformers>4.47` (see 517).

**Full Changelog**: https://github.com/CogStack/MedCAT/compare/v1.14.0...v1.14.1