Clustool

App for clustering data using unsupervised machine learning.

How to run the App

pip install -r requirements.txt
python main.py
Go to http://0.0.0.0:8000/

How to build and run the App using docker

docker build -t clustool .

docker run -d -p 8000:8000 --restart unless-stopped clustool

Other useful docker commands for reference

To check if running: docker ps

To stop a container: docker stop <container id>

To delete a container: docker rm <container id>

To delete an image: docker rmi <image id>

Delete all previous images: docker rmi -f $(docker images -aq)

Notes

EDGMM algorithm from Holoien, Marshall, & Wechsler (2016), link to the code repository: https://github.com/tholoien/XDGMM. Not compatible with Python 3.
pyUPMASK Pera, Perren, & Moitinho (2021). Code repository: https://github.com/msolpera/pyUPMASK. Not implemented in a sklearn-like fashion.