One powerful use case, yet often overlooked, of the autoencoders is anomaly detection.
(Machine) Learning log.
Adam Oudad
Machine Learning
After part one which covered an overview of Keras and PyTorch syntaxes, this is part two of how to switch between Keras and PyTorch. We will implement a neural network to classify movie reviews by sentiment.
Keras and PyTorch are popular frameworks for building programs with deep learning. The former, Keras, is more precisely an abstraction layer for Tensorflow and offers the capability to prototype models fast. There are similar abstraction layers developped on top of PyTorch, such as PyTorch Ignite or PyTorch lightning. They are not yet as mature as Keras, but are worth the try!