Knowledge-Integration-in-Deep-Clustering

Source code for ECMLPKDD2022

Content

1. The apprendix file: Containing the proofs and experimental results

2. SDD-for-clustering folder: To generate SDD structures for several constraint types.

3. IDEC-LK: Containing SDAE, IDEC, DCC and IDEC-LK

   A part of the implementation is taken from DCC (https://github.com/blueocean92/deep_constrained_clustering)

4. SCAN-LK: Containing SimCLR, SCAN, SCAN-LK

   A part of the implementation is taken from SCAN (https://github.com/wvangansbeke/Unsupervised-Classification)

Acknowledgement

This work is a part of my Ph.D. study at Université d'Orléans.