v0.4.1

Full Changelog: v0.4.0...v0.4.1

v0.4.0

• Parameterize average pooling size in classification with MLP head
• Let user supply class label names to classifier
• Classification visual in tensorboard: Show bar plot of softmax
• Separation of perception, rule and head model in BasicNCAModel for improved modularity
• Classification: Average pooling between NCA backbone and classification head
• Dependency updates
• Moved training/inference step parameter from Trainer to BasicNCAModel

v0.3.2

• Fix use of max() reduction in uncertainty estimator

Full Changelog: v0.3.1...v0.3.2

v0.3.0

• Rename VisualMultiImageClassification --> VisualRGBImageClassification
• Deprecate VisualMultiImageClassification
• Add record() member to BasicNCAModel to record sequences of predictions
• Adapt Animator class to new prediction API
• Use Animator class in growing emoji example task
• Fix evaluation script for MNIST example task
• Fix dimensionality error in "classify" method
• Add evaluation scripts for MedMNIST example tasks
• Fix visualization of normalized data
• Add (optional) MLP classification head in classification model
• Slightly adjust training parameters (learning rate and adam betas)

v0.2.0

Version 0.2.0, introduces several breaking changes against 0.1.0. This includes a new "Prediction" and "Visual" object oriented API.