conference-viz

Statistics, Paper Links and Visualizations of Machine Learning Conferences

Getting Started

Crawling Data and Generating Stats

Prerequisites

• Python 3.6+
• Create a virtual environment and install dependencies:

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

For Crawling Data

Run this from root folder:

python crawlers/<conference>.py

For Generating arXiv Data and Statistics

Open generate_links_and_stats.ipynb for doing the same.

UI

Prerequisites

• Node.js
• React
• IBM Carbon Design Components
• Uber React-Vis

Running

• Clone the repository and run the following to run UI:

cd frontend
npm install
npm start

• For building

npm run build

• For running tests

npm run test

• For formatting code

npm run format

Acknowledgement

Thanks to Joohong Lee for inspiring via his works: ACL and EMNLP