New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Study and implement energy-based clustering #45

Open

vnmabus opened this issue Dec 9, 2022 · 0 comments

Labels

Owner

vnmabus commented Dec 9, 2022

As mentioned in https://doi.org/10.1016/j.jspi.2013.03.018 (https://pages.stat.wisc.edu/~wahba/stat860public/pdf4/Energy/JSPI5102.pdf), the energy distance can be used to implement a linkage method for hierarchical clustering.

We should study the best way to implement it, if possible in a manner compatible with existing hierarchical clustering methods, such as scipy methods and scikit-learn AgglomerativeClustering class.

vnmabus added the enhancement label

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment