A method to compare with

[alvarag]

There's a work quite old (2011) that probably we will have to implement.

Instance Selection in Semi-supervised Learning.pdf

[alvarag]

The newest paper that overlaps with our work is this:
https://www.sciencedirect.com/science/article/abs/pii/S0950705119303582

The implementation in R is here:
https://github.com/msgljn/STDPNF

[dpuenteramirez]

I'll review it. We can discuss it later

[alvarag]

I think it's interesting to implement the semisupervised learning classifier based on density peaks. I guess it could be easy to implement because the clustering method with the same name is already implemented on Python.

• Density peaks clustering: https://github.com/colinwke/dpca
• Density peaks SSL classifier: https://www.sciencedirect.com/science/article/abs/pii/S0925231217309608

[dpuenteramirez]

If it's okay with you @alvarag, we'll review it on Wednesday at the sprint review meeting.