Add internal and external cluster validation funcs, and enable CRLI and VaDER to return latent for advanced analysis #193

WenjieDu · 2023-09-26T06:15:08Z

What does this PR do?

add internal and external cluster validation functions;
fixing Add ability to extract latent representation from clustering algorithms #177, enable CRLI and VaDER to return latent for advanced analysis

Was this discussed/approved via a GitHub issue? Please add a link to it if that's the case.
I have commented my code, particularly in hard-to-understand areas.
I have written necessary tests and already run them locally.

…ake VaDER raise error when training failed;

…ysis;

…models Extract latent from clustering models

WenjieDu added 7 commits September 23, 2023 19:50

refactor: make patience optional, init KMeans in CRLI properly, and m…

8475c96

…ake VaDER raise error when training failed;

feat: add cal_nmi();

6cf2caa

feat: add cal_external_cluster_validation_metrics();

1984734

feat: invoke cal_external_cluster_validation_metrics() in testing cases;

2f40ee3

feat: enable two clustering models to return latent for advanced anal…

d5ed020

…ysis;

feat: invoke cal_internal_cluster_validation_metrics() in testing cases;

8dfd189

Merge pull request #192 from WenjieDu/extract_latent_from_clustering_…

28b9fdc

…models Extract latent from clustering models

WenjieDu merged commit 09b494d into main Sep 26, 2023
9 checks passed