transformers

Transforming Data to Binary Representations Examples

• scalar_transformer.py
  • ScalarTransformer: encode a bounded continuous scalar value as a binary pattern
• discrete_transformer.py
  • DiscreteTransformer: encode a symbol value as a binary pattern
• persistence_transformer.py
  • PersistenceTransformer: encode the persistence of an unchanging input into a short-term timer into a binary pattern representation
• hypergrid_transformer.py
  • HyperGridTransformer: encode a vector value as a binary pattern using the grid cell concept generalized to arbibrary dimensions