🌍Pan-African

A comprehensive Swahili (sw) stopwords collection distributed in JSON and text formats (npm/bower stopwords-sw) for text preprocessing in NLP pipelines. Maintained by the stopwords-iso project.

uroman is a universal romanizer that converts text in virtually any script to the Latin alphabet, with dedicated handling for Amharic and the Ge'ez/Ethiopic script. It also adds initial support for Coptic and processes script-native numerals.