Streaming

Examples that combine probly with online learners on data streams. A single representer() + quantify() call gives you the full aleatoric / epistemic / total decomposition on every step of the stream.

Streaming uncertainty with ARFRegressor

Streaming uncertainty with ARFRegressor

Streaming uncertainty with ARFClassifier

Streaming uncertainty with ARFClassifier

MC-Dropout uncertainty on a 2-D stream

MC-Dropout uncertainty on a 2-D stream