Welcome: Below you will find fully working examples of using nonlinear dynamics in language and protein structure prediction.
The following examples apply Takens theory to transformer archtecture design. The links include papers and GitHub Repositories with working examples.
Takens based Transformer for language modelling.
Takens based Transformer for protein structure modelling (Takens-fold) .
Geofinitism: The Geometry of Language