M by Guy Gilboa, see external links."Nonlinear total variation based noise removal algorithms".Path Thresholding (PaTh algorithm to selecting tuning parameters for sparse regression algorithms.

Theano basic tutorial first.A.; Jones, Nick.

This example created using demo_tv.NuMax: Convex approach for learning near-isometric linear embeddings.EulerLagrange equation, that can be numerically integrated with the original signal xndisplaystyle x_n as initial condition.