GUILD: Gaining Useful Insights From Large Datasets

GUILD is an unsupervised data categorization framework to cluster and assign a topic to unorganized raw text data.

Paper Link

https://www.overleaf.com/6685394279ybbxvcmbgysv

Usage

git clone https://github.com/joshianirudh/DocumentClustering.git

pip install -r requirements.txt

Code

Code is in Notebooks/GUILD.ipynb

Datasets Used

Datasets	Download Link
Kpris	https://github.com/TeamLab/pdcde2018/tree/master/dataset
BBC	https://www.kaggle.com/datasets/hgultekin/bbcnewsarchive
20News	https://archive.ics.uci.edu/ml/datasets/Twenty+Newsgroups