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:hospital: Medical Text Mining and Information Extraction with spaCy

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The following hyperlinks in the [documentation](https://medacy.readthedocs.io/en/latest/index.html) return the status code 404 Not Found: This PR aims to update all such links, in the documentation and module docstring of `medacy/data/dataset.py`, to...

Hi I wonder Is it possible to enforce constraint on transition matrix of CRF? For example, given BIO scheme, O -> I should not happen in practice, so is it...

I made a couple of non-spec changes to the BiLSTM and BERT code while doing a code exploration. Only one is intended to boost performance. I also migrated the tests...

Installation of MedaCy has been failing consistently due to "bdist_wheel" errors, the installation instructions have been changed to reflect that the wheel python package must be installed before MedaCy is...

I am experiencing the error i see from many that the clinical model link is broken on the github and I dont know how to get the clinical model.

#### Description The link in the first paragraph of [this](https://github.com/NLPatVCU/medaCy/blob/master/README.md#books-power-of-medacy) section, where it says `medaCy's clinical model`, redirects to a 404 page. #### Steps/Code to Reproduce Click on the link....

Ensures that the CPU is used by default.

**What problem does your feature solve?** Add instructions on how to retrain the models, or better, one easy robust easy to run script, on new versions of packages (specifically spaCy...

enhancement

Hi, I will appreciate if you share the links to download the models and data annotation format details.

YAML files appear to be better suited for storing configuration data than JSON. -[Config file](https://github.com/NLPatVCU/medaCy/blob/master/config.json) -- Should be converted to a YAML file. -[Config reader](https://github.com/NLPatVCU/medaCy/blob/master/medacy/tools/read_config.py) -- This should probably be...

enhancement
good first issue