convergence-analyses
There are 3 repositories under convergence-analyses topic.
AdrienTaylor/Unconstrained-Performance-Estimation-Problems-first-order-methods-
This code can be used to reproduce all results from the paper "Smooth strongly convex interpolation and exact worst-case performance of first-order methods" (published in Mathematical Programming). (newer version available in the PESTO toolbox)
glider4/numerical-analysis
Numerical analysis in standard Python including Bisection method and Newton-Raphson, then SymPy integration for generalization and convergence test.
AdrienTaylor/Composite-Performance-Estimation-Problems-first-order-methods
This code can be used to reproduce most results from the paper " Exact Worst-case Performance of First-order Methods for Composite Convex Optimization" (Published in SIAM Journal on Optimization). (newer version available in the PESTO toolbox!)