PTF-Kommentare
This repository contains code and notes for my Prototype Fund project. It was mainly done between 01.03.2019 and 01.09.2019. The topic: Explaining machine learning and natural language processing at the example of news comments.
Sub Projects
The work is devided into serveral sub projects.
- Python package to clean text: clean-text
- Python package for common text preprocessing for German: german
- Python package to lemmatize German text: german-lemmatizer
- Python package to construct word embeddings for Small Data: hyperhyper
- Benchmark for SVD implementations: sparse-svd-benchmark
- Website for explaining ML and NLP, as well as investigating change of language in online comments: kommentare.vis.one
- Backend to serve local views on word embeddings: ptf-kommentare-backend
Sponsoring
This work was funded by the German Federal Ministry of Education and Research.
