Cees RoeleCreating Multi Page Applications in Django with ReactHow to integrate React components into a Multi Page Application on the basis of the Django template system.Aug 21, 20231Aug 21, 20231
Cees RoeleStyling complex values in a dataframeDisplaying one value styled using a second value in a pandas dataframeOct 26, 2022Oct 26, 2022
Cees RoeleA Term Score Matrix for BERTopicAn improved visualisation of term scores for topics with BERTopicOct 25, 20221Oct 25, 20221
Cees RoeleDisinformation Topics over TimeVisualising the development of topics over time in the EUvsDisinfo databaseOct 20, 2022Oct 20, 2022
Cees RoeleDisplaying SpaCy SpansAfter a brief introduction to spans in spaCy this article shows how to overcome issues with colours and alignment when displaying spans.Sep 12, 20222Sep 12, 20222
Cees RoeleDetecting Persuasion with spaCyCreating a spaCy pipeline with a SpanCategorizer to detect and classify spans in which persuasion techniques are used in a text.Jun 7, 2022Jun 7, 2022
Cees RoeleCustom evaluation of spans in spaCyCreating and packaging a custom evaluation method for spans in spaCy.May 6, 20222May 6, 20222
Cees RoeleDetecting Toxic Spans with spaCyUsing spaCy SpanCategorizer to detect toxic language based on a well-researched dataset. Focus on spaCy training and configuration.Apr 9, 20221Apr 9, 20221
Cees RoeleExploring “disinformation” at EUvsDisinfoThe European Union has published over fourteen thousand articles on “disinformation”. Let’s explore how “disinformation” is used by the EU.Mar 18, 2022Mar 18, 2022
Cees RoeleinRiga Data Science ClubThe Super-Impatient’s Guide to Getting Started with Bort“We tested Bort on 23 NLU tasks, and on 20 of them, it improved on BERT’s performance — by 31% in one case — even though it’s 16% the size…Feb 4, 2021Feb 4, 2021
