These features aren’t supported natively as such in Flyte. However, you could use, say,
AWS Lambda with flyte to perform continual learning. Hyperparameter optimization can also be implemented as a flyte workflow.
I recommend you to check out
https://github.com/unionai-oss/unionml, a wrapper built on top of flyte to facilitate building and deploying ML models, where hyperparam opt and streaming data are on the roadmap.
cc:
@broad-monitor-993