Python package for ICWSM Tutorial "Prevalence Estimation in Social Media Using Black Box Classifiers"

Setup

Go to the pyquantifier directory,

cd pyquantifier

Setup Python venv and install requirements

python3 -m venv .venv
source .venv/bin/activate
python3 -m pip install --upgrade pip
python3 -m pip install -r requirements.txt

Tutorial Jupyter Notebooks

The tutorial includes four sections:

1. Generating representations of joint distributions

Toxic comments on social media

Estimating the Fraction of Toxic Comments on News Articles

Tutorial Slides

The tutorial slides are available here.

The Calibration-Extrapolation Framework

References and reading list

• References and reading list