Popular GitHub Repositories for Taxonomies

Machine Learning based Intrusion Detection Systems are difficult to evaluate due to a shortage of datasets representing accurately network traffic and their associated threats. In this project we attempt at solving this problem by presenting two taxonomies

An automatic opinion implicit and explicit aspect identification and clustering tool for aspect-based opinion mining / sentiment analysis applications. Opcluster-PT also allows the customization for other languages, being minimally necessary a lexical language resource as such as WordNet, deverbal, foreign, diminutive and enhancing Lexicon. OpCluster-PT is currently customized for Brazilian Portuguese.

GPT (Decoder only Transformer - from scratch) generated fake/phoney taxonomies (based on NCBI taxonomy dataset)

The goal of this competition from Kaggle was to streamline the process of matching educational content to specific topics in a curriculum. To achieve that, a sentence transformers model was developed and trained on a library of K-12 educational materials that have been organized into a variety of topic taxonomies.