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proximal-gradient-method

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FO-PROX-first-order-and-proximal-methods-convergence-comparison

EliaFantini / FO-PROX-first-order-and-proximal-methods-convergence-comparison

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Implementation and brief comparison of different First Order and different Proximal gradient methods, comparison of their convergence rates

python data-science machine-learning numpy sklearn matplotlib gradient-descent adagrad fista variance-reduction stochastic-gradient-descent first-order-methods subgradient proximal-gradient-descent ista proximal-gradient-method accelerated-gradient
  • Updated Sep 25, 2022
  • Python

Tejasvanvekar / Sparse-optimal-control-of-Viscous-Chan-hilliard-via-Gradient-descent-

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Sparse optimal control of the Viscous Cahn-Hilliard equation using Proximal Gradient Descent. Solved with Crank-Nicolson semi-implicit time integration.

backward scientific-computing partial-differential-equations gradient-descent pde-solver sparsity-optimization adaptive-gradient-descent proximal-gradient-method crank-nicolson-method optimal-control-problem semi-implicit viscous-cahn-hilliard logarithmic-potential
  • Updated Nov 30, 2025
  • Python

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