P
pyss3
sergioburdisso/pyss3
A Python library for Interpretable Machine Learning in Text Classification using the SS3 model, with easy-to-use visualization tools for Explainable AI :octocat:
★349stars
Python
MIT
Updated: 3d ago
📋 Project at a Glance
Tap to expand
What's this?A open-source Security & Governance project, built with Python, focusing on artificial-intelligence and data-mining
Who made it?Maintained by sergioburdisso team, 349⭐ on GitHub, #223 out of 413 in Security & Governance
Why does it exist?In the Security & Governance space, artificial-intelligence workflows faced efficiency bottlenecks. pyss3 was built by sergioburdisso to address these data-mining challenges.
What can it do?Key use cases: document-categorization, document-classification, early-classification
How to install with AI?Use an AI coding assistant (Claude Code, Cursor, Copilot) to automatically set up pip dependencies and virtual env. Follow the README — the AI handles the rest.
🔗 github.com/sergioburdisso/pyss3 | 官网 https://pyss3.readthedocs.io
🔗 github.com/sergioburdisso/pyss3 | 官网 https://pyss3.readthedocs.io
Topics
artificial-intelligencedata-miningdocument-categorizationdocument-classificationearly-classificationexplainable-artificial-intelligenceinterpretabilityinterpretable-machine-learninginterpretable-mlmachine-learningmachine-learning-algorithmsmultilabel-classificationnatural-language-processingnlpsentence-classificationss3-classifiertext-classificationtext-labelingtext-miningxai