GitHub - Pehlevan-Group/S_transform: Reproducing all figures in upcoming draft

This repository serves to reproduce all figures in the paper "Scaling and Renormalization in High-Dimensional Regresson": https://arxiv.org/abs/2405.00592 , as well as "Risk and cross validation in ridge regression with correlated samples": https://arxiv.org/abs/2408.04607

Each notebook is fully self-contained and produces all empirical and analytic results in a variety of settings.

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
LRF_phase_plot.ipynb		LRF_phase_plot.ipynb
LR_NN_corr_sweep.ipynb		LR_NN_corr_sweep.ipynb
LR_correlated_samples.ipynb		LR_correlated_samples.ipynb
LR_exp_corr_sweep.ipynb		LR_exp_corr_sweep.ipynb
LR_pow_corr_sweep.ipynb		LR_pow_corr_sweep.ipynb
README.md		README.md
det_equiv_correlated_samples.ipynb		det_equiv_correlated_samples.ipynb
linear_regression.ipynb		linear_regression.ipynb
nonlinear_random_features.ipynb		nonlinear_random_features.ipynb
random_matrices.ipynb		random_matrices.ipynb
structured_linear_random_features.ipynb		structured_linear_random_features.ipynb
unstructured_linear_random_features.ipynb		unstructured_linear_random_features.ipynb
venn_diagrams.ipynb		venn_diagrams.ipynb

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