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
This is a prototype of the SnorkelTurtle system, which uses weakly supervision framework (Snorkel) to label real-time streaming data.
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Install the necessary packages (Python 3 and pip are required).
pip install -r requirements.txt -
Run it, we provide a sample demo in
main.pypython main.py
Rocketian |