r05323028 / eyes

Public Opinion Mining System of Taiwanese Forums

eyes is a Public Opinion Mining System focusing on taiwanese forums such as PTT, Dcard.

Features

• 🔥 Article monitor: helps you capture the trend at a glance.
• 🔥 Entity monitor: helps you spy on a specific entity.
• 🔥 Weak supervision: let you generate & update model without human effort.
• 🔥 Well-integrated with spaCy: let you train models by yourself or use trained models in model hub simply.

Screenshots

Architecture

eyes system architecture

Tech Stack

Infrastructure

• Argo Workflows
• Celery, Flower
• Kubernetes, Helm Charts
• MySQL
• Redis

API

• FastAPI
• SQLAlchemy ORM
• GraphQL

Web

• React + Redux-Saga
• Tailwindcss

ML

• spaCy
• skweak

License

MIT