Mathematical Programming in JAX
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Jun 2, 2025 - Python
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first-order-methods
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PEPit is a package enabling computer-assisted worst-case analyses of first-order optimization methods.
python optimization semidefinite-programming worst-case-analyses first-order-methods performance-estimation-problems
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Jul 7, 2025 - Python
The SLTP Generalized Planning Framework: Sample, Learn, Transform & Plan
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Nov 3, 2020 - Python
Frank--Wolfe algorithms for PDE-constrained optimization
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Jan 5, 2025 - Python
Bregman Proximal type algorithms
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Oct 3, 2022 - Python
Optimization Algorithms for educational purposes.
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Aug 2, 2022 - Python
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
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Sep 25, 2022 - Python
Approximate Bregman proximal gradient algorithm
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Dec 15, 2023 - Python
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