The Altair Community is migrating to a new platform to provide a better experience for you. In preparation for the migration, the Altair Community is on read-only mode from October 28 - November 6, 2024. Technical support via cases will continue to work as is. For any urgent requests from Students/Faculty members, please submit the form linked here

Use spacy for NLP tasks in RapidMiner

btibertbtibert Member, University Professor Posts: 146 Guru
Not a question, but I simply wanted to share an example process that leverages a few marketplace extensions.  In the tutorial below, I use the python scripting operator to leverage the absolutely fantastic spacy NLP library from python, parse the document vectors for a dataset we read from the web, and compare two models, one of which is from the Deep Learning extension. 

Moreover, I highlight a use of the Cache operator from Operator Toolbox to help with performance (while building your process) and the use of a Subprocess operator to help organize the work.

https://brocktibert.medium.com/using-spacy-in-rapidminer-40b3d222c96d

The github repo with the environment I am using and the process:

https://github.com/Btibert3/rapidminer-examples

Hope this helps someone who is looking to explore these features in RM.

Best Answer

Sign In or Register to comment.