The SLTP Generalized Planning Framework: Sample, Learn, Transform & Plan
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Updated
Nov 3, 2020 - Python
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first-order-methods
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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
Bregman Proximal type algorithms
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Oct 3, 2022 - Python
Approximate Bregman proximal gradient algorithm
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Dec 15, 2023 - Python
Frank--Wolfe algorithms for PDE-constrained optimization
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Feb 18, 2024 - Python
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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Updated
Apr 20, 2024 - Python
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