Uncertainty wizard is a plugin on top of
allowing to easily and efficiently create uncertainty-aware deep neural networks:
Plain Keras Syntax: Use the layers and APIs you know and love.
Conversion from keras: Convert existing keras models into uncertainty aware models.
Smart Randomness: Use the same model for point predictions and sampling based inference.
Fast ensembles: Train and evaluate deep ensembles lazily loaded and using parallel processing.
Super easy setup: Pip installable. Only tensorflow as dependency.
Note that our documentation assumes basic knowledge of the tensorflow.keras API. If you do not know tensorflow.keras yet, check out the TensorflowGuide.