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Statistics, Visualizations and Paper Links of Machine Learning Conferences

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prabhuomkar/confviz

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conference-viz

Statistics, Paper Links and Visualizations of Machine Learning Conferences

Artwork

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

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