RandomFeatures

Repository to reproduce the plots in our paper, arXiv:2402.10164.

Repository structure

• saddlePoint.ipynb integrates the saddle point equations by iterative method and plots generalization curves and order parameters of the Random Features model in the polynomial scaling regime;
• regenerate_data/RandomFeatures.py can be used to generate the data of the numerical experiments