Self-Supervised Learning for Cellular Automaton Classification

Project description

tests/: scripts used for testing the available classes. This is a good start for figuring out how this package works.

scripts/: all scripts used for actual research (under development).

src/: all source files.

custom_tf_classes/: Custom TensorFlow classes
- ...
nn/: neural networks (NNs) used for self-supervised learning
- ....
visual/: classes used for visualising the training procedure and outcome
- histories.py: visualise history of configurations and of loss values (under development)
utils/: generic classes and definitions that are used throughout
- ruletable.py: definitions related to the CA ruletable, such as base_repr

old/: scripts that will be removed, but contain valuable information for now.

(under development)

Name		Name	Last commit message	Last commit date
figures		figures
tests		tests
.gitattributes		.gitattributes
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
autoencoder_eca.ipynb		autoencoder_eca.ipynb
autoencoder_fashion.ipynb		autoencoder_fashion.ipynb
original.png		original.png
overview.ipynb		overview.ipynb
pca_binary_eca.ipynb		pca_binary_eca.ipynb
pca_eca.ipynb		pca_eca.ipynb
pca_eca_similarity_comp.ipynb		pca_eca_similarity_comp.ipynb