SnorkelTurtle POC

This a POC project of 2024 SP CS511 Advanced Data Management course project. The goal of this project is to build a real-time labeling system for streaming data using Snorkel.

author: tian23@illinois.edu

TL;DR

This is a prototype of the SnorkelTurtle system, which uses weakly supervision framework (Snorkel) to label real-time streaming data.

Quick Start

1. Install the necessary packages (Python 3 and pip are required).

   pip install -r requirements.txt
   

2. Run it, we provide a sample demo in main.py

   python main.py
   

Contributors

Rocketian