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Showing content from https://github.com/harmonydata/harmony/releases below:

Releases · harmonydata/harmony · GitHub

Releases · harmonydata/harmony

Added user-defined topics (Thanks @AlexNikic)

The matcher now allows users to pre-define topics, which the matcher will now use to tag the questions where the word-to-topic cosine similarities of the questions are above a certain threshold.

PR: #104

Issue: #82

Alex @AlexNikic has implemented a similarity matrix for response options - he submitted it this week to the Python library and API #101. Thanks Alex!

So in addition to the similarity matrix for questions, you can also get a separate similarity matrix that tells you how much the response options match for each question.

This is still to be implemented in R and the web front end.

What is new in this release:

The tool performs clustering of question items both with k-means and by a deterministic algorithm (thanks Krithika!)

The Python library generates crosswalks

There's a measure of instrument to instrument similarity

This is all updated in the Walkthrough document

• We are allowing the user to turn on/off the negation behaviour
• The tool has batching added to cope with larger lists of instruments (thanks makrianast )

Add match_instruments functionality so that Harmony web API will now return matching items from catalogues such as UKLLC, Mental Health Catalogue
Updated PDF extraction to use Scikit-Learn instead of spaCy
Upgraded to Pydantic V2 (thanks to @op-cls)
Add integration function create_instrument_from_list so that user can import to web UI from Python (documentation here: https://harmonydata.ac.uk/integrating-with-harmony/ ) :

from harmony import create_instrument_from_list, import_instrument_into_harmony_web

instrument = load_instrument_from_list(["Do you currently smoke or have you ever smoked?", "[Do you currently use] nicotine replacement therapy?"])
web_url = import_instrument_into_harmony_web(instrument)

print (web_url)

Refactoring of code (PR from Eve Cheng)
Adding unit tests
Minor bugfixes

Merge branch 'main' of https://github.com/harmonydata/harmony

Merge branch 'main' of https://github.com/harmonydata/harmony

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