# Theory

This section covers the mathematical foundations of the algorithms implemented in `rclib`.

## Sections

*   [Reservoir Computing Overview](reservoir_computing.md): Introduction to RC and Echo State Networks.
*   [Readout Algorithms](readout_algorithms.md): Details on Ridge Regression, RLS, and LMS.
