FirstOrderSolvers.jlLarge scale convex optimization solvers in julia
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Mutual labels: optimization-algorithms, convex-optimization
GurobiLinkWolfram Language interface to the Gurobi numerical optimization library
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Mutual labels: optimization-algorithms, convex-optimization
benchoptMaking your benchmark of optimization algorithms simple and open
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Mutual labels: optimization-algorithms, convex-optimization
gibbousConvex optimization for java and scala, built on Apache Commons Math
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Mutual labels: optimization-algorithms, convex-optimization
SGDLibraryMATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
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Mutual labels: optimization-algorithms, stochastic-gradient-descent
a-tour-of-pytorch-optimizersA tour of different optimization algorithms in PyTorch.
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Mutual labels: adadelta, optimization-algorithms
psgd tfTensorflow implementation of preconditioned stochastic gradient descent
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Mutual labels: optimization-algorithms, stochastic-gradient-descent
pydata-london-2018Slides and notebooks for my tutorial at PyData London 2018
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Mutual labels: convex-optimization, stochastic-gradient-descent
awesome-nn-optimizationAwesome list for Neural Network Optimization methods.
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Mutual labels: convex-optimization, non-convex-optimization
fmin adamMatlab implementation of the Adam stochastic gradient descent optimisation algorithm
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Mutual labels: optimization-algorithms, stochastic-gradient-descent
opfunuA collection of Benchmark functions for numerical optimization problems (https://opfunu.readthedocs.io)
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Mutual labels: convex-optimization, non-convex-optimization
portfolio allocation jsA JavaScript library to allocate and optimize financial portfolios.
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Mutual labels: optimization-algorithms, convex-optimization
bio ikMoveIt kinematics_base plugin based on particle optimization & GA
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Mutual labels: convex-optimization, non-convex-optimization
Performance-Estimation-ToolboxCode of the Performance Estimation Toolbox (PESTO) whose aim is to ease the access to the PEP methodology for performing worst-case analyses of first-order methods in convex and nonconvex optimization. The numerical worst-case analyses from PEP can be performed just by writting the algorithms just as you would implement them.
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Mutual labels: optimization-algorithms
vqfImplementation of Variational Quantum Factoring algorithm.
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Mutual labels: optimization-algorithms
Nonlinear-Optimization-AlgorithmsMATLAB implementations of a variety of nonlinear programming algorithms.
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Mutual labels: optimization-algorithms
rBASImplementation of the (beetle antennae search) BAS algorithm and its mutations in R code
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Mutual labels: optimization-algorithms
hyper-enginePython library for Bayesian hyper-parameters optimization
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Mutual labels: optimization-algorithms
ML-Optimizers-JAXToy implementations of some popular ML optimizers using Python/JAX
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Mutual labels: optimization-algorithms
dfognDFO-GN: Derivative-Free Optimization using Gauss-Newton
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Mutual labels: optimization-algorithms
