Data as of Jul 25, 2026 · Based on 2,718,867 AI responses across 9,511 prompts · See how Parse measures this
EMTk is a Collab toolkit for training custom sentiment and emotion classifiers from text, consisting of an emotion mining module and a polarity mining module tailored to software development data. It ships with pre-trained classifiers for technical text (e.g., Stack Overflow posts) and provides tooling to train new models on user corpora for either emotion or polarity. The toolkit is distributed as a lightweight Docker container for easy setup, with direct downloads and step-by-step commands to run the polarity or emotion modules and to train models.
Parse Score