search

online-ml / river

🌊 Online machine learning in Python
https://riverml.xyz
BSD 3-Clause "New" or "Revised" License
4.89k stars 538 forks source link

River in Deep Learning #1510

Closed xihaad closed 4 months ago

xihaad commented 4 months ago

Hello, Can I use River in class incremental image classification task where it need to take custom feature extractor(CNN etc.) and model for image classification also it need to handle new classes while online training.

MaxHalford commented 4 months ago

No you can't, we don't support deep learning :)

hoanganhngo610 commented 1 month ago

Hi @xihaad, I suggest you can check out deep-river. deep-river follows the same design principles as river, but is adapted to handle deep learning architectures, then incrementally predicts and trains on a dataset.

The last year's tutorial of deep-river, presented at ECML-PKDD 2023, can also be found here.

I am not sure that this would be a total fit for your needs, but hope that it would be at least helpful somehow.