Marek Wadinger

Add decomposition methods OnlineSVD, OnlinePCA, OnlineDMD/wC + Hankelizer

5

Hello @MaxHalford, @hoanganhngo610, and everyone 👋, In https://github.com/online-ml/river/issues/1366, @MaxHalford showed interest in implementation of OnlinePCA and OnlineSVD methods in river. Given my current project involvement with online decomposition methods, I...

Add support for dict-like parameters

1

### Complete Description of the Issue As a software developer, I want to tune dict-like parameters of ML model to improve its ability to generalize. This is a default behavior...

### Complete Description of the Issue As a software developer, I want to track the improvement of ML model over iterations using multiple scoring metrics. This is a default behavior...

UPDATE: proper evaluation + replicability + maintenance

1

Dear @YKatser @waico, first of all, thank you for very promising dataset for evaluation of detection algorithms. I used it within my previous publication to assess performance of my method...