项目作者: r05323028

项目描述 :
Public Opinion Mining System of Taiwanese Forums
高级语言: Python
项目地址: git://github.com/r05323028/eyes.git
创建时间: 2021-08-04T05:17:30Z
项目社区:https://github.com/r05323028/eyes

开源协议:MIT License

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DOI
Release
License
Testing
Coverage

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

Features

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

Screenshots

Articles Dashboard
Post Modal
Entities Dashboard
Entity Dashboard
Entity Timeline

Architecture

eyes system architecture

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